[
  {
    "id": "OWN-001",
    "title": "Dog owners of India: How much does it cost to own a pet dog?",
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    "published_at": "2021-11-14",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "Prospective owner asks total costs; owners describe food, care time, emergency reserves and difficult travel planning.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and visible selected replies inspected; not every comment."
    ],
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      "Prospective owner asks total costs; owners describe food, care time, emergency reserves and difficult travel planning."
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  {
    "id": "OWN-002",
    "title": "Dog Behaviourist/Trainer in Bangalore",
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    "published_at": "2023-05-13",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Bengaluru/HSR",
    "access": "inspected_partial",
    "summary": "Reactive adult Indie owner cannot reproduce video training and seeks trustworthy behavioural help and fees.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and visible selected replies inspected; not every comment."
    ],
    "supports": [
      "Reactive adult Indie owner cannot reproduce video training and seeks trustworthy behavioural help and fees."
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  {
    "id": "OWN-003",
    "title": "Looking for good Indian-made dog food options",
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    "published_at": "2026-02-18",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "Owner wants affordable quality Indian food but lacks time for exclusively homemade meals.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and visible selected replies inspected; not every comment."
    ],
    "supports": [
      "Owner wants affordable quality Indian food but lacks time for exclusively homemade meals."
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    "id": "OWN-004",
    "title": "How to handle a dog as a first timer",
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    "published_at": "2024-12-14",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "India; city unstated",
    "access": "inspected_partial",
    "summary": "Student adopting a stray puppy needs feeding, toileting and alone-time help while away 9–5.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and visible selected replies inspected; not every comment."
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    "supports": [
      "Student adopting a stray puppy needs feeding, toileting and alone-time help while away 9–5."
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    "id": "OWN-005",
    "title": "Best dog foods in India: budget 6k for 10–12kg",
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    "published_at": "2024-05-11",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "Owner asks experience-led food choices under a pack budget and rejects unaffordable fresh-food daily cost.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and visible selected replies inspected; not every comment."
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      "Owner asks experience-led food choices under a pack budget and rejects unaffordable fresh-food daily cost."
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    "id": "OWN-006",
    "title": "Fresh food options for my dog in Bangalore?",
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    "published_at": null,
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Bengaluru/HSR",
    "access": "inspected_partial",
    "summary": "Owner seeks nearby fresh meals after moving; recommendations include locations too far away and provider self-promotion.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and visible selected replies inspected; not every comment.",
      "Exact publication date not recovered; relative age only."
    ],
    "supports": [
      "Owner seeks nearby fresh meals after moving; recommendations include locations too far away and provider self-promotion."
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    "canonical_id": "OWN-006"
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    "id": "OWN-007",
    "title": "Need some advice as a first-time dog owner.",
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    "published_at": null,
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    "platform": "Reddit",
    "geography": "India; city unstated",
    "access": "inspected_partial",
    "summary": "Puppy owner seeks lower-cost feeding and safe quantities; replies also describe handling difficulty at vets.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and visible selected replies inspected; not every comment.",
      "Exact publication date not recovered; relative age only."
    ],
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      "Puppy owner seeks lower-cost feeding and safe quantities; replies also describe handling difficulty at vets."
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  {
    "id": "OWN-008",
    "title": "Dog owners of r/India, which kibble do you feed?",
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    "published_at": null,
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "India; city unstated",
    "access": "inspected_partial",
    "summary": "Owners struggle with dog food refusal and choosing alternatives to kibble.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and visible selected replies inspected; not every comment.",
      "Exact publication date not recovered; relative age only."
    ],
    "supports": [
      "Owners struggle with dog food refusal and choosing alternatives to kibble."
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  {
    "id": "OWN-009",
    "title": "Traveling with my dog in Indian Railways (2026 Updated Rules)",
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    "retrieved_at": "2026-10-06T06:24:19.857Z",
    "published_at": "2026-03-27",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "India rail",
    "access": "inspected_partial",
    "summary": "Owners struggle with coupe, certification and booking steps; expensive first-class travel creates safety/cost tradeoffs.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and visible selected replies inspected; not every comment."
    ],
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      "Owners struggle with coupe, certification and booking steps; expensive first-class travel creates safety/cost tradeoffs."
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  {
    "id": "OWN-010",
    "title": "Dog Boarding",
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    "published_at": null,
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "Owner with seizure-prone Beagle needs hygienic boarding or sitter for three days.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected.",
      "Exact publication date not recovered; relative age only."
    ],
    "supports": [
      "Owner with seizure-prone Beagle needs hygienic boarding or sitter for three days."
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    "inspection_locator": "turn8view2",
    "inspection_owner": "owners",
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    "id": "OWN-011",
    "title": "Dog trainer in south Bengaluru",
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    "published_at": "2025-07-19",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "South Bengaluru",
    "access": "inspected_partial",
    "summary": "Owner seeks reasonable trainer after multiple high package quotes.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
    "supports": [
      "Owner seeks reasonable trainer after multiple high package quotes."
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    "inspection_owner": "owners",
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    "id": "OWN-012",
    "title": "Trouble finding reliable pet boarding for Christmas",
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    "published_at": null,
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "First-time dog boarder feels anxious and lacks process and location information.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected.",
      "Exact publication date not recovered; relative age only."
    ],
    "supports": [
      "First-time dog boarder feels anxious and lacks process and location information."
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    "inspection_owner": "owners",
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    "id": "OWN-013",
    "title": "Dog boarding in Bangalore?",
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    "published_at": "2021-10-20",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "Owner travelling next week asks first-hand boarding recommendations, preferring homestay.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
    "supports": [
      "Owner travelling next week asks first-hand boarding recommendations, preferring homestay."
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    "published_at": "2024-08-21",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "Owner needs longer work-trip boarding with attention and affordable cost.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
    "supports": [
      "Owner needs longer work-trip boarding with attention and affordable cost."
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    "inspection_owner": "owners",
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    "title": "Need suggestions for dog boarding in Bengaluru",
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    "published_at": "2025-03-29",
    "source_type": "public_owner_discussion",
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    "access": "inspected_partial",
    "summary": "Owner needs year-long boarding for vaccinated small dog due to housing circumstances.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
    "supports": [
      "Owner needs year-long boarding for vaccinated small dog due to housing circumstances."
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    "source_type": "public_owner_discussion",
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    "geography": "South Bengaluru/Rajarajeshwari Nagar",
    "access": "inspected_partial",
    "summary": "Puppy owner sees many trainer choices but cannot judge which are good.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
    "supports": [
      "Puppy owner sees many trainer choices but cannot judge which are good."
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    "published_at": "2023-09-21",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Bengaluru/Yemalur",
    "access": "inspected_partial",
    "summary": "Puppy owner finds first-class rail costly and cannot trust friends or boarding.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
    "supports": [
      "Puppy owner finds first-class rail costly and cannot trust friends or boarding."
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    "published_at": "2024-03-27",
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "Owners compare recurring food, grooming and veterinary spending with widely differing budgets.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
    "supports": [
      "Owners compare recurring food, grooming and veterinary spending with widely differing budgets."
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    "published_at": "2022-10-12",
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    "platform": "Reddit",
    "geography": "Mumbai",
    "access": "inspected_partial",
    "summary": "Owner challenges high quote; respondents report varying scope, prices and fake trainers.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
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      "Owner challenges high quote; respondents report varying scope, prices and fake trainers."
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    "geography": "Bengaluru",
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    "summary": "Owner asks reliable vet/groomer choices; respondents distinguish routine care from surgery and cost.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
    "supports": [
      "Owner asks reliable vet/groomer choices; respondents distinguish routine care from surgery and cost."
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    "summary": "Owner needs route logistics; peers compare rail cabin allocation and flying cargo.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected.",
      "Exact publication date not recovered; relative age only."
    ],
    "supports": [
      "Owner needs route logistics; peers compare rail cabin allocation and flying cargo."
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    "summary": "New Golden Retriever owner finds bills accumulating and asks recurring cost and grooming frequency.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
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      "New Golden Retriever owner finds bills accumulating and asks recurring cost and grooming frequency."
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    "access": "inspected_partial",
    "summary": "Owner alleges dogs injured during grooming and difficulty obtaining CCTV/accountability.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected.",
      "Exact publication date not recovered; relative age only."
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    "published_at": "2025-12-08",
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    "geography": "Delhi",
    "access": "inspected_partial",
    "summary": "Owner needs two to three days of boarding; another owner uses familiar dog walker staying at home.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
    ],
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      "Owner needs two to three days of boarding; another owner uses familiar dog walker staying at home."
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    "access": "inspected_partial",
    "summary": "Adult GSD owner seeks trusted trainer/boarding or home visits for dog aggression.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected."
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      "Adult GSD owner seeks trusted trainer/boarding or home visits for dog aggression."
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    "published_at": null,
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    "summary": "First-time owner needs practical care knowledge; commenters dispute whether ChatGPT can replace real experience.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected.",
      "Exact publication date not recovered; relative age only."
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      "First-time owner needs practical care knowledge; commenters dispute whether ChatGPT can replace real experience."
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    "id": "OWN-027",
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    "published_at": null,
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    "summary": "Senior dog uncomfortable with other dogs needs individual attention, walks, updates and trial adjustment.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Only rendered post and selected visible replies inspected.",
      "Exact publication date not recovered; relative age only."
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      "Senior dog uncomfortable with other dogs needs individual attention, walks, updates and trial adjustment."
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    "id": "OWN-028",
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    "published_at": null,
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    "summary": "Owner seeks first-hand boarding recommendations; respondents describe pre-visits, hygiene and home boarding.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Rendered post and selected replies inspected; not all comments.",
      "Exact publication date unavailable; relative ages may differ across indexed/rendered content."
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    "supports": [
      "Owner seeks first-hand boarding recommendations; respondents describe pre-visits, hygiene and home boarding."
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    "id": "OWN-029",
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    "summary": "Owner has skipped family events over boarding anxiety; recognised options 20–30km away and friends unavailable.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Rendered post and selected replies inspected; not all comments.",
      "Exact publication date unavailable; relative ages may differ across indexed/rendered content."
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      "Owner has skipped family events over boarding anxiety; recognised options 20–30km away and friends unavailable."
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    "published_at": null,
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    "summary": "Prospective puppy owner requests actual experience of care time, temperature, feeding, expenses and choosing vets.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Rendered post and selected replies inspected; not all comments.",
      "Exact publication date unavailable; relative ages may differ across indexed/rendered content."
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      "Prospective puppy owner requests actual experience of care time, temperature, feeding, expenses and choosing vets."
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    "summary": "Family needs urgent daycare but encounters advance notice, female/heat exclusions and medical-certificate requirements.",
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    "published_at": null,
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    "summary": "Owner seeks safe lower-cost neutering and post-op care after private quote exceeds budget.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Rendered post and selected replies inspected; not all comments.",
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    "id": "OWN-033",
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    "published_at": "2024-04-05",
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    "summary": "Prospective owner investigates trustworthy week-or-two boarding before getting a dog.",
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      "Public anecdote; identity, spending and provider quality unverified.",
      "Rendered post and selected replies inspected; not all comments."
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    "summary": "First-time family struggles with unpredictable aggression and considers rehoming after difficulty handling dog.",
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      "Rendered post and selected replies inspected; not all comments.",
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    "published_at": null,
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      "Rendered post and selected replies inspected; not all comments.",
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    "summary": "Owner seeks second opinion after repeated tests and relapsing gastric symptoms without clear result.",
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      "Rendered post and selected replies inspected; not all comments.",
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    "summary": "Adopter wants adequate affordable food for dog/cat when commonly recommended brands exceed budget.",
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      "Rendered post and selected replies inspected; not all comments.",
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    "summary": "Family worries published rail/air rules may differ from staff practice and final cabin approval.",
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      "Exact publication date unavailable; indexed/rendered ages may disagree."
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    "summary": "New city resident with dog and cat asks trainer/groomer recommendations.",
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      "Exact publication date unavailable; indexed/rendered ages may disagree."
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      "Rendered post and selected replies inspected; not all comments.",
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    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Chennai",
    "access": "inspected_partial",
    "summary": "First-time owner asks two-to-three-day care, extra food charges and boarding versus sitter fit.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Rendered post and selected replies inspected; not all comments."
    ],
    "supports": [
      "First-time owner asks two-to-three-day care, extra food charges and boarding versus sitter fit."
    ],
    "inspection_locator": "turn41view3",
    "inspection_owner": "owners",
    "canonical_url": "https://www.reddit.com/comments/14joju6",
    "canonical_id": "OWN-049"
  },
  {
    "id": "OWN-050",
    "title": "Safe trustworthy dog boarding centres",
    "url": "https://www.reddit.com/r/Chennai/comments/wf11cn/",
    "retrieved_at": "2026-10-06T06:31:15.174Z",
    "published_at": null,
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Chennai",
    "access": "inspected_partial",
    "summary": "Owner has declined long trips for two years and seeks dependable boarding with updates.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Rendered post and selected replies inspected; not all comments.",
      "Exact publication date unavailable; indexed/rendered ages may disagree."
    ],
    "supports": [
      "Owner has declined long trips for two years and seeks dependable boarding with updates."
    ],
    "inspection_locator": "turn42view0",
    "inspection_owner": "owners",
    "canonical_url": "https://www.reddit.com/comments/wf11cn",
    "canonical_id": "OWN-050"
  },
  {
    "id": "OWN-051",
    "title": "How much does keeping a dog cost?",
    "url": "https://www.reddit.com/r/TwoXIndia/comments/18b3ol8/",
    "retrieved_at": "2026-10-06T06:31:15.174Z",
    "published_at": null,
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "India; Mumbai trainer mentioned",
    "access": "inspected_partial",
    "summary": "Prospective adopter assesses affordability; owner uses fresh diet and DIY video training while planning surgery/emergencies.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Rendered post and selected replies inspected; not all comments.",
      "Exact publication date unavailable; indexed/rendered ages may disagree."
    ],
    "supports": [
      "Prospective adopter assesses affordability; owner uses fresh diet and DIY video training while planning surgery/emergencies."
    ],
    "inspection_locator": "turn42view1",
    "inspection_owner": "owners",
    "canonical_url": "https://www.reddit.com/comments/18b3ol8",
    "canonical_id": "OWN-051"
  },
  {
    "id": "OWN-052",
    "title": "Golden Retriever average monthly cost?",
    "url": "https://www.reddit.com/r/delhi/comments/qmi6b3/",
    "retrieved_at": "2026-10-06T06:31:15.174Z",
    "published_at": null,
    "source_type": "public_owner_discussion",
    "platform": "Reddit",
    "geography": "Delhi",
    "access": "inspected_partial",
    "summary": "Prospective owner requests all-inclusive budget and asks whether estimates reflect personal experience.",
    "limitations": [
      "Public anecdote; identity, spending and provider quality unverified.",
      "Rendered post and selected replies inspected; not all comments.",
      "Exact publication date unavailable; indexed/rendered ages may disagree."
    ],
    "supports": [
      "Prospective owner requests all-inclusive budget and asks whether estimates reflect personal experience."
    ],
    "inspection_locator": "turn42view2",
    "inspection_owner": "owners",
    "canonical_url": "https://www.reddit.com/comments/qmi6b3",
    "canonical_id": "OWN-052"
  },
  {
    "id": "OWN-053",
    "title": "Supertails dog-food complaint on Trustpilot",
    "url": "https://www.trustpilot.com/review/supertails.com",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": "2026-08-07",
    "source_type": "public_service_review",
    "platform": "Trustpilot",
    "geography": "India (review IN marker)",
    "access": "inspected_partial",
    "summary": "Dog-food buyer reports worms and unresolved support; unverified complaint.",
    "limitations": [
      "Selected public reviews only; identities, outcomes and residence unverified.",
      "Do not infer prevalence from app-rating totals or company-generated summaries."
    ],
    "supports": [
      "Dog-food buyer reports worms and unresolved support; unverified complaint."
    ],
    "inspection_locator": "turn20view6 lines 69–70",
    "inspection_owner": "owners",
    "canonical_url": "https://trustpilot.com/review/supertails.com",
    "canonical_id": "OWN-053"
  },
  {
    "id": "OWN-054",
    "title": "PetBacker cancelled dog-walker booking complaint",
    "url": "https://www.consumercomplaints.in/bycompany/petbacker-a609963.html",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": "2022-05-03",
    "source_type": "public_service_review",
    "platform": "ConsumerComplaints.in",
    "geography": "Bengaluru (explicit reviewer address)",
    "access": "inspected_partial",
    "summary": "Dog owner reports walker stopped responding and booking refund unresolved; unverified complaint.",
    "limitations": [
      "Selected public reviews only; identities, outcomes and residence unverified.",
      "Do not infer prevalence from app-rating totals or company-generated summaries."
    ],
    "supports": [
      "Dog owner reports walker stopped responding and booking refund unresolved; unverified complaint."
    ],
    "inspection_locator": "turn20view8",
    "inspection_owner": "owners",
    "canonical_url": "https://consumercomplaints.in/bycompany/petbacker-a609963.html",
    "canonical_id": "OWN-054"
  },
  {
    "id": "OWN-055",
    "title": "Supertails Google Play selected reviews",
    "url": "https://play.google.com/store/apps/details?id=com.coffye.dqiabm",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": null,
    "source_type": "public_app_reviews",
    "platform": "Google Play",
    "geography": "India service; individual reviewer location not established",
    "access": "inspected_partial",
    "summary": "Three selected app entries: two delivery/support complaints and one positive delivery/vet-consultation account.",
    "limitations": [
      "Selected public reviews only; identities, outcomes and residence unverified.",
      "Do not infer prevalence from app-rating totals or company-generated summaries."
    ],
    "supports": [
      "Three selected app entries: two delivery/support complaints and one positive delivery/vet-consultation account."
    ],
    "inspection_locator": "turn43view0 lines 148–179",
    "inspection_owner": "owners",
    "canonical_url": "https://play.google.com/store/apps/details?id=com.coffye.dqiabm",
    "canonical_id": "OWN-055"
  },
  {
    "id": "OWN-056",
    "title": "Supertails India App Store selected reviews",
    "url": "https://apps.apple.com/in/app/supertails-online-pet-shop/id1670908360?platform=iphone&see-all=reviews",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": null,
    "source_type": "public_app_reviews",
    "platform": "Apple App Store",
    "geography": "India storefront; individual residence not verified",
    "access": "inspected_partial",
    "summary": "Selected positive service and order/refund-discrepancy accounts; repeated renderings deduplicated.",
    "limitations": [
      "Selected public reviews only; identities, outcomes and residence unverified.",
      "Do not infer prevalence from app-rating totals or company-generated summaries."
    ],
    "supports": [
      "Selected positive service and order/refund-discrepancy accounts; repeated renderings deduplicated."
    ],
    "inspection_locator": "turn43view1 lines 151–174",
    "inspection_owner": "owners",
    "canonical_url": "https://apps.apple.com/in/app/supertails-online-pet-shop/id1670908360?platform=iphone&see-all=reviews",
    "canonical_id": "OWN-056"
  },
  {
    "id": "OWN-057",
    "title": "Supertails Indus selected review",
    "url": "https://www.indusappstore.com/ratings-and-reviews/com.coffye.dqiabm/",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": null,
    "source_type": "public_app_reviews",
    "platform": "Indus Appstore",
    "geography": "India marketplace; individual reviewer location/species not verified",
    "access": "inspected_partial",
    "summary": "Selected review reports slow product-information loading; rendered stars conflict with negative prose.",
    "limitations": [
      "Selected public reviews only; identities, outcomes and residence unverified.",
      "Do not infer prevalence from app-rating totals or company-generated summaries."
    ],
    "supports": [
      "Selected review reports slow product-information loading; rendered stars conflict with negative prose."
    ],
    "inspection_locator": "turn43view2 lines 60–64",
    "inspection_owner": "owners",
    "canonical_url": "https://indusappstore.com/ratings-and-reviews/com.coffye.dqiabm",
    "canonical_id": "OWN-057"
  },
  {
    "id": "OWN-058",
    "title": "Doggo Pokko supplied reference",
    "url": "inputs/channel-reference.jpg",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": null,
    "source_type": "local_input",
    "platform": "Local input",
    "geography": "Bengaluru screenshot label",
    "access": "local_input",
    "summary": "Screenshot shows trainer/behaviourist/diet-planner bio and 57.2K follower display; no current verification or demand inference.",
    "limitations": [
      "Not counted as an owner discussion.",
      "Screenshot timestamp unknown; current profile/follower count unverified."
    ],
    "supports": [
      "Screenshot shows trainer/behaviourist/diet-planner bio and 57.2K follower display; no current verification or demand inference."
    ],
    "inspection_owner": "owners",
    "canonical_url": "local:inputs/channel-reference.jpg",
    "canonical_id": "OWN-058"
  },
  {
    "id": "OWN-059",
    "title": "Doggo Pokko Instagram access",
    "url": "https://www.instagram.com/doggo_pokko/",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": null,
    "source_type": "platform_access_attempt",
    "platform": "Instagram",
    "geography": "Bengaluru screenshot context",
    "access": "blocked",
    "summary": "Open returned Internal Error; comments/profile not inspected; no bypass attempted.",
    "limitations": [
      "Not counted as an owner discussion.",
      "Blocked label means tool-level access failure; exact login/robots cause was not returned."
    ],
    "supports": [],
    "inspection_owner": "owners",
    "canonical_url": "https://instagram.com/doggo_pokko",
    "canonical_id": "OWN-059"
  },
  {
    "id": "OWN-060",
    "title": "Bengaluru fresh food Instagram reel access",
    "url": "https://www.instagram.com/south_bengaluru_cares/reel/DIErUuZyFB_/",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": null,
    "source_type": "platform_access_attempt",
    "platform": "Instagram",
    "geography": "Bengaluru linked Reddit context",
    "access": "blocked",
    "summary": "Open returned Internal Error; comments not inspectable; mechanism unknown.",
    "limitations": [
      "Not counted as an owner discussion.",
      "Blocked label means tool-level access failure; exact login/robots cause was not returned."
    ],
    "supports": [],
    "inspection_owner": "owners",
    "canonical_url": "https://instagram.com/south_bengaluru_cares/reel/DIErUuZyFB_",
    "canonical_id": "OWN-060"
  },
  {
    "id": "OWN-061",
    "title": "Doggo Pokko YouTube guessed channel attempt",
    "url": "https://www.youtube.com/@doggopokko",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": null,
    "source_type": "platform_access_attempt",
    "platform": "YouTube",
    "geography": "India intent; channel identity unverified",
    "access": "blocked",
    "summary": "Guessed channel URL returned Internal Error; neither existence nor comments verified.",
    "limitations": [
      "Not counted as an owner discussion.",
      "Blocked label means tool-level access failure; exact login/robots cause was not returned."
    ],
    "supports": [],
    "inspection_owner": "owners",
    "canonical_url": "https://youtube.com/@doggopokko",
    "canonical_id": "OWN-061"
  },
  {
    "id": "OWN-062",
    "title": "Smart Dog Training YouTube channel attempt",
    "url": "https://www.youtube.com/@smartdogtraining",
    "retrieved_at": "2026-10-06T06:32:22.868Z",
    "published_at": null,
    "source_type": "platform_access_attempt",
    "platform": "YouTube",
    "geography": "Hindi/India discovery context; owner locations unverified",
    "access": "blocked",
    "summary": "Channel discovered indirectly through video-index result; direct open returned Internal Error; no comments inspected.",
    "limitations": [
      "Not counted as an owner discussion.",
      "Blocked label means tool-level access failure; exact login/robots cause was not returned."
    ],
    "supports": [],
    "inspection_owner": "owners",
    "canonical_url": "https://youtube.com/@smartdogtraining",
    "canonical_id": "OWN-062"
  },
  {
    "id": "MKT-001",
    "title": "ThePetNest Bengaluru grooming",
    "url": "https://thepetnest.com/pet-grooming/bangalore",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_service",
    "platform": "ThePetNest",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "Displayed dog packages ₹999, ₹1,499 and ₹1,999; FAQ mentions luxury up to ₹2,499.",
    "limitations": [
      "Advertised prices; no final checkout, coverage, groomer verification or appointment test.",
      "Displayed aggregate reviews are provider marketing."
    ],
    "supports": [
      "Provider publishes Bengaluru at-home grooming packages."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://thepetnest.com/pet-grooming/bangalore",
    "canonical_id": "MKT-001"
  },
  {
    "id": "MKT-002",
    "title": "Supertails instant consultation",
    "url": "https://supertails.com/products/instant-consult",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_service",
    "platform": "Supertails",
    "geography": "India online",
    "access": "inspected_partial",
    "summary": "10 AM–7 PM instant consultation listed at ₹599, MRP ₹999.",
    "limitations": [
      "No consult/checkout test; bank offer differs across indexed and opened rendering.",
      "Displayed 5.0/5479 aggregate not independently audited."
    ],
    "supports": [
      "Listed instant consultation price is ₹599."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://supertails.com/products/instant-consult",
    "canonical_id": "MKT-002"
  },
  {
    "id": "MKT-003",
    "title": "HUFT FAQ",
    "url": "https://headsupfortails.com/pages/faqs",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_terms",
    "platform": "HUFT",
    "geography": "India/Bengaluru via locator",
    "access": "inspected_partial",
    "summary": "Services start ₹250; exact services in app/spa price cards. Sessions may stop for distress; owners usually wait outside.",
    "limitations": [
      "₹250 is minimum service price, not full-groom quote.",
      "No specific spa account or appointment tested."
    ],
    "supports": [
      "HUFT publishes service-specific pricing and anxious-pet handling conditions."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://headsupfortails.com/pages/faqs",
    "canonical_id": "MKT-003"
  },
  {
    "id": "MKT-004",
    "title": "HUFT Bengaluru store/spa locator",
    "url": "https://stores.headsupfortails.com/karnataka/bengaluru",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_directory",
    "platform": "HUFT",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "Locator shows Bengaluru spas including Koramangala, Domlur and HSR; ratings and opening hours shown.",
    "limitations": [
      "Hours/ratings not verified with provider or original reviews.",
      "Distance from inferred browsing location irrelevant and excluded."
    ],
    "supports": [
      "HUFT publicly lists Bengaluru spa locations."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://stores.headsupfortails.com/karnataka/bengaluru",
    "canonical_id": "MKT-004"
  },
  {
    "id": "MKT-005",
    "title": "Wiggles SmartVet and behavioural FAQ",
    "url": "https://www.wiggles.in/pages/faqs",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_service",
    "platform": "Wiggles",
    "geography": "India online",
    "access": "inspected_partial",
    "summary": "SmartVet and online dog behaviour consultations listed ₹399/30 min. FAQ hours 9 AM–8 PM; excludes emergencies.",
    "limitations": [
      "Booking via contact not tested; may be legacy offering.",
      "Provider FAQ is not authoritative clinical guidance."
    ],
    "supports": [
      "Provider advertises ₹399 consultations and emergency exclusion."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://wiggles.in/pages/faqs",
    "canonical_id": "MKT-005"
  },
  {
    "id": "MKT-006",
    "title": "Wiggles terms of service",
    "url": "https://www.wiggles.in/pages/terms-of-service",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_terms",
    "platform": "Wiggles",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "SmartVet hours 9 AM–9 PM differ from FAQ; e-agreement required; practitioner/error liability language.",
    "limitations": [
      "No account agreement inspected; not a legal interpretation."
    ],
    "supports": [
      "Published SmartVet terms contradict FAQ closing time."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://wiggles.in/pages/terms-of-service",
    "canonical_id": "MKT-006"
  },
  {
    "id": "MKT-007",
    "title": "Vetic animal hospitals Bengaluru",
    "url": "https://vetic.in/animal-hospital-bengaluru",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_service",
    "platform": "Vetic",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "Fifteen locations displayed with clinic-specific hours; selected branches described as 24-hour. Consults, grooming, diagnostics.",
    "limitations": [
      "No current consultation amount found on inspected page.",
      "Branch hours and quality claims not hands-on verified."
    ],
    "supports": [
      "Vetic publishes branch-level hours; not all branches are 24-hour."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://vetic.in/animal-hospital-bengaluru",
    "canonical_id": "MKT-007"
  },
  {
    "id": "MKT-008",
    "title": "PetBacker Aadi N Ash boarding",
    "url": "https://www.petbacker.com/india/boarding/karnataka/bengaluru/aadi-n-ashs-pawris-home-based-pet-hotel",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "marketplace_listing",
    "platform": "PetBacker",
    "geography": "HSR/Bengaluru",
    "access": "inspected_partial",
    "summary": "₹500/night from price; explicit not-available/taking-break notice. Two reviews labelled unverified.",
    "limitations": [
      "Not available; exclude from actionable shortlist.",
      "Review month/day lacks year; quality claims self-reported."
    ],
    "supports": [
      "Low advertised price does not establish availability."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://petbacker.com/india/boarding/karnataka/bengaluru/aadi-n-ashs-pawris-home-based-pet-hotel",
    "canonical_id": "MKT-008"
  },
  {
    "id": "MKT-009",
    "title": "PetBacker Jimmy's Papa daycare",
    "url": "https://www.petbacker.com/india/daycare/karnataka/bengaluru/jimmys-papa-~-pet-daycare-day-nursery",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "marketplace_listing",
    "platform": "PetBacker",
    "geography": "BTM/HSR/Bengaluru",
    "access": "inspected_partial",
    "summary": "₹799/day from listing; three labelled PetBacker Verified reviews praise care, updates and walks; emergency transport no.",
    "limitations": [
      "Review dates omit year; badges not independently verified.",
      "Description has multiple durations/add-ons; final quote required."
    ],
    "supports": [
      "Listing makes daycare scope, optional costs and transport constraint visible."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://petbacker.com/india/daycare/karnataka/bengaluru/jimmys-papa-~-pet-daycare-day-nursery",
    "canonical_id": "MKT-009"
  },
  {
    "id": "MKT-010",
    "title": "Snouters Jeevitha T listing",
    "url": "https://snouters.com/listing/jeevitha-t/",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "marketplace_listing",
    "platform": "Snouters",
    "geography": "Hoodi/Bengaluru",
    "access": "search_snippet_only",
    "summary": "Indexed listing describes boarding, ₹60/day food add-on, eligibility rules and one 2024 positive review.",
    "limitations": [
      "Direct home and listing opens failed/time-out.",
      "No inspected current base boarding price; indexed calendar stale June/July 2025."
    ],
    "supports": [
      "Indexed discovery shows Snouters boarding alternative; capabilities remain unverified."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://snouters.com/listing/jeevitha-t",
    "canonical_id": "MKT-010"
  },
  {
    "id": "MKT-011",
    "title": "Anvis pet relocation",
    "url": "https://www.anvisinc.com/products/anvis-pet-relocation",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_service",
    "platform": "Anvis",
    "geography": "India/international; Bengaluru base",
    "access": "inspected_partial",
    "summary": "Displayed ₹100,000; customized relocation request form; accompaniment service described; 4.8 from four reviews shown.",
    "limitations": [
      "Not a universal route quote.",
      "Credentials and shipping/insurance inclusions not independently verified; review widget text conflicts internally."
    ],
    "supports": [
      "Anvis relocation uses customized quotes despite displayed starting/product amount."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://anvisinc.com/products/anvis-pet-relocation",
    "canonical_id": "MKT-011"
  },
  {
    "id": "MKT-012",
    "title": "Canine Pages home",
    "url": "https://caninepages.com/",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_directory",
    "platform": "Canine Pages",
    "geography": "12 Indian cities",
    "access": "inspected_partial",
    "summary": "Free public directory says records dated and unknowns marked; city/category links and call/WhatsApp handoffs.",
    "limitations": [
      "Directory metadata and claimed corpus not independently audited.",
      "No reuse license/API inferred from public page."
    ],
    "supports": [
      "Dated, uncertainty-labelled discovery already has a public alternative."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://caninepages.com",
    "canonical_id": "MKT-012"
  },
  {
    "id": "MKT-013",
    "title": "Dogs GPT public URL",
    "url": "https://chatgpt.com/g/g-7j7STyt6Q-dogs",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "gpt_listing",
    "platform": "ChatGPT",
    "geography": "Global; no inspected India specialization",
    "access": "inspected_partial",
    "summary": "Opened page exposes logged-out shell; indexed description advertises care, training and breed information.",
    "limitations": [
      "Capabilities description is search-snippet-only, not present in opened body.",
      "No conversations, tools, photo flow, reviews, price or handoffs tested."
    ],
    "supports": [
      "Search-indexed dog GPT exists; current usable capability is unverified."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://chatgpt.com/g/g-7j7STyt6Q-dogs",
    "canonical_id": "MKT-013"
  },
  {
    "id": "MKT-014",
    "title": "Dog Training Guide GPT public URL",
    "url": "https://chatgpt.com/g/g-LYt0PIXhX-dog-training-guide",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "gpt_listing",
    "platform": "ChatGPT",
    "geography": "Global; no inspected India specialization",
    "access": "inspected_partial",
    "summary": "Logged-out shell inspected; indexed description promises behavioural-science training guidance.",
    "limitations": [
      "Capabilities are snippet-only; no account/conversation test.",
      "No verified Bengaluru providers or prices exposed in inspection."
    ],
    "supports": [
      "Dog training GPT discovery competes with generic advice; quality unknown."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://chatgpt.com/g/g-LYt0PIXhX-dog-training-guide",
    "canonical_id": "MKT-014"
  },
  {
    "id": "MKT-015",
    "title": "Pet Vet Expert GPT public URL",
    "url": "https://chatgpt.com/g/g-XsrVBLVZU-pet-vet-expert",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "gpt_listing",
    "platform": "ChatGPT",
    "geography": "Global",
    "access": "search_snippet_only",
    "summary": "Indexed description says health advisor emphasizing professional care; direct attempts ultimately timed out.",
    "limitations": [
      "Initial open returned short page metadata; subsequent content opens failed.",
      "No current capabilities tested or inferred from title."
    ],
    "supports": [
      "Indexed pet health GPT discovered, not validated."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://chatgpt.com/g/g-XsrVBLVZU-pet-vet-expert",
    "canonical_id": "MKT-015"
  },
  {
    "id": "MKT-016",
    "title": "OpenAI GPT-4.1 Mini model",
    "url": "https://developers.openai.com/api/docs/models/gpt-4.1-mini",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "official_api_docs",
    "platform": "OpenAI",
    "geography": "Global API",
    "access": "inspected_partial",
    "summary": "Model page publishes $0.40 input/$1.60 output per million standard tokens; image input supported.",
    "limitations": [
      "No API inference or token usage measurement.",
      "Cost comparator only; does not substitute specialist's mandated GPT-6.1 Sol model."
    ],
    "supports": [
      "Verified official published token rates used as one operating scenario."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://developers.openai.com/api/docs/models/gpt-4.1-mini",
    "canonical_id": "MKT-016"
  },
  {
    "id": "MKT-017",
    "title": "OpenAI API pricing",
    "url": "https://developers.openai.com/api/docs/pricing",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "official_api_docs",
    "platform": "OpenAI",
    "geography": "Global API",
    "access": "inspected_partial",
    "summary": "Current pricing has standard web search $10/1000 calls plus model-rate content; GPT-4.1-mini search content fixed 8000 input-token block.",
    "limitations": [
      "General pricing rendering emphasizes newer models; model-specific rate cross-checked separately.",
      "No FX assumption sourced here; taxes/context/tool charges can vary."
    ],
    "supports": [
      "Search calls have additional operating cost."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://developers.openai.com/api/docs/pricing",
    "canonical_id": "MKT-017"
  },
  {
    "id": "MKT-018",
    "title": "thePack home",
    "url": "https://thepack.in/",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_service",
    "platform": "thePack",
    "geography": "India",
    "access": "blocked",
    "summary": "Primary home open returned only Facebook image; search title advertises trainers/behaviourists/nutritionists/vets.",
    "limitations": [
      "No substantive home page capability or current price inspection.",
      "Do not count as inspected service."
    ],
    "supports": [
      "thePack discovered as alternative; verification gap remains."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://thepack.in",
    "canonical_id": "MKT-018"
  },
  {
    "id": "MKT-019",
    "title": "PetMojo.com wrong-domain check",
    "url": "https://petmojo.com/",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "excluded_discovery",
    "platform": "PetMojo.com",
    "geography": "Global editorial site",
    "access": "inspected_full",
    "summary": "Opened editorial site lists animal article categories, not verified Indian service business.",
    "limitations": [
      "Name collision: excluded from service count and competitor capability claims."
    ],
    "supports": [
      "Domain identity must be checked before treating a brand-name search as service evidence."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://petmojo.com",
    "canonical_id": "MKT-019"
  },
  {
    "id": "MKT-020",
    "title": "ThePetNest named Bengaluru trainer rates",
    "url": "https://thepetnest.com/dog-training/Venkatesh--M-in-bengaluru-with-tli-227517",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_service",
    "platform": "ThePetNest",
    "geography": "Kadugodi/Bengaluru ~10 km claimed radius",
    "access": "inspected_partial",
    "summary": "Home basic ₹1195/session ×12; behaviour ₹1335/session ×15. Named trainer describes positive structured approach.",
    "limitations": [
      "Sign-in button coexists with rendered rates; final cart totals not tested.",
      "Ratings/jobs differ within rendered/indexed text; no credentials/results validation."
    ],
    "supports": [
      "Named provider rates establish expensive expert alternative, not willingness to pay for AI."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://thepetnest.com/dog-training/Venkatesh--M-in-bengaluru-with-tli-227517",
    "canonical_id": "MKT-020"
  },
  {
    "id": "MKT-021",
    "title": "Petraah home",
    "url": "https://petraah.com/",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_marketing",
    "platform": "Petraah",
    "geography": "India; Bengaluru base",
    "access": "inspected_partial",
    "summary": "Markets Mitra AI, emergency vet routing, pet records and app availability.",
    "limitations": [
      "First-in-India claim unverified and contradicted by overlapping products.",
      "Home says 200+ breeds; pricing page says184; capabilities not tested."
    ],
    "supports": [
      "India AI pet records/routing offerings are already publicly marketed."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://petraah.com",
    "canonical_id": "MKT-021"
  },
  {
    "id": "MKT-022",
    "title": "Soriz Buddy",
    "url": "https://www.soriz.com/ai-companion/buddy/",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": "2026-04-17",
    "source_type": "provider_marketing",
    "platform": "Soriz",
    "geography": "India/general online",
    "access": "inspected_partial",
    "summary": "Free daily conversations; Pro advertised ₹399/month; claims pet tips and persistent memory.",
    "limitations": [
      "Testimonials/ratings provider-controlled; not owner validation.",
      "No clinical evaluation, app install or actual chat tested."
    ],
    "supports": [
      "Free generic AI pet advice and paid memory are alternatives."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://soriz.com/ai-companion/buddy",
    "canonical_id": "MKT-022"
  },
  {
    "id": "MKT-023",
    "title": "Pawgloo",
    "url": "https://pawgloo.com/",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_marketing",
    "platform": "Pawgloo",
    "geography": "India claimed; Bengaluru service coverage not verified",
    "access": "inspected_partial",
    "summary": "Markets tele-vet, walking, stays, grooming and PetGPT; static nutrition example.",
    "limitations": [
      "PetGPT is this provider's feature, not evidence of ChatGPT integration.",
      "No price, actual local inventory, API or account test; example not clinically validated.",
      "Open in ChatGPT text visible; no usable handoff link or ChatGPT integration tested. Beta/waitlist and live-service language coexist."
    ],
    "supports": [
      "Integrated service plus AI marketing exists; claimed breadth is not tested breadth."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://pawgloo.com",
    "canonical_id": "MKT-023"
  },
  {
    "id": "MKT-024",
    "title": "Tailstart Bengaluru",
    "url": "https://tailstart.com/",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_marketing",
    "platform": "Tailstart",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "Markets at-home grooming/training/walking, pet records and free missing-pet photo community.",
    "limitations": [
      "500+ customers, verification and insurance claims provider-controlled.",
      "No specific service price or usable API found on inspected home page."
    ],
    "supports": [
      "Local routine services and photo-based missing-pet claims exist."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://tailstart.com",
    "canonical_id": "MKT-024"
  },
  {
    "id": "MKT-025",
    "title": "PawSpace Play listing and visible reviews",
    "url": "https://play.google.com/store/apps/details?hl=en_IN&id=com.app.pawspace",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "app_store_and_reviews",
    "platform": "Google Play/PawSpace",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "Offers grooming, boarding, walking/training. Visible3.5/173aggregate;oneconfirmed dog owner andone species-unclear review report prepaid-session scheduling/support problems.",
    "limitations": [
      "Three visible storefront-selected reviews are not representative.",
      "One review confirms dogs, one species-unclear, onecat: separate demand counts.",
      "Developer-declared privacy fields not independently tested."
    ],
    "supports": [
      "Dog reviews contradict uniformly reliable-booking marketing; prepaid package pain exists as anecdote."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://play.google.com/store/apps/details?hl=en_IN&id=com.app.pawspace",
    "canonical_id": "MKT-025"
  },
  {
    "id": "MKT-026",
    "title": "Anvis international DIY consultation",
    "url": "https://www.anvisinc.com/collections/international-pet-relocation/products/international-pet-relocation-consultation-from-anand-vishwanath",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_service",
    "platform": "Anvis",
    "geography": "India/international",
    "access": "inspected_partial",
    "summary": "Displayed ₹7500; explains changing country/airline requirements and consultation scope.",
    "limitations": [
      "No booking, duration/variant checkout or credentials test.",
      "Not a domestic-flight fee and not substitute for airline confirmation."
    ],
    "supports": [
      "Specialist travel-preparation service has published fee."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://anvisinc.com/collections/international-pet-relocation/products/international-pet-relocation-consultation-from-anand-vishwanath",
    "canonical_id": "MKT-026"
  },
  {
    "id": "MKT-027",
    "title": "Air India travelling with pets",
    "url": "https://www.airindia.com/content/air-india/in/en/travel-information/travelling-with-pets.html",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "official_carrier_policy",
    "platform": "Air India",
    "geography": "India domestic/international routes",
    "access": "inspected_partial",
    "summary": "Domestic cabin INR7500 per sector, checked baggage INR16000; combined carrier-weight bounds and certificate requirements.",
    "limitations": [
      "Taxes applicable, route/aircraft/restricted-breed acceptance must be confirmed.",
      "No booking, carrier acceptance or airline account test."
    ],
    "supports": [
      "Flight costs and eligibility depend on measured weight, route and documents, not dog photo alone."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://airindia.com/content/air-india/in/en/travel-information/travelling-with-pets.html",
    "canonical_id": "MKT-027"
  },
  {
    "id": "MKT-028",
    "title": "PetBacker service-fee FAQ",
    "url": "https://www.petbacker.com/help-center/pet-service-providers/how-much-are-the-service-fees",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_terms",
    "platform": "PetBacker",
    "geography": "Global terms; India applicability to confirm",
    "access": "search_snippet_only",
    "summary": "Indexed FAQ: 15–25% general service fee; training fixed35%; minimum booking threshold for insurance.",
    "limitations": [
      "Direct open HTTP429; not retried to evade rate limit.",
      "Training35% claim is snippet-only; general15–25% independently inspected in policy/alternateFAQ."
    ],
    "supports": [
      "Training commission discovery requires independent confirmation."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://petbacker.com/help-center/pet-service-providers/how-much-are-the-service-fees",
    "canonical_id": "MKT-028"
  },
  {
    "id": "MKT-029",
    "title": "PetBacker policies",
    "url": "https://www.petbacker.com/help-center/policies",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_terms",
    "platform": "PetBacker",
    "geography": "Global platform",
    "access": "inspected_partial",
    "summary": "General provider fee15–25%; anti-circumvention and data-copy restrictions; older owner-no-fee text.",
    "limitations": [
      "Owner fee FAQ may supersede older text; no checkout tested.",
      "No permission to republish listing/review corpus or integrate bookings."
    ],
    "supports": [
      "General provider deductions documented; website is not a reusable database/API license."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://petbacker.com/help-center/policies",
    "canonical_id": "MKT-029"
  },
  {
    "id": "MKT-030",
    "title": "ThePetNest cancellation",
    "url": "https://thepetnest.com/cancellation-policy",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_terms",
    "platform": "ThePetNest",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "Grooming20% fee within24h,30% within3h; memberships nonrefundable; boarding staged25/50% clauses.",
    "limitations": [
      "Overlapping time windows need checkout/provider clarification.",
      "Terms describe policy, not actual refund performance."
    ],
    "supports": [
      "Booking preparation should surface cancellation risk."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://thepetnest.com/cancellation-policy",
    "canonical_id": "MKT-030"
  },
  {
    "id": "MKT-031",
    "title": "ThePetNest refund",
    "url": "https://thepetnest.com/refund-policy",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_terms",
    "platform": "ThePetNest",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "Grooming80% refund inside24h;3–4business days; consult1h cancellation condition; complaints24–48h.",
    "limitations": [
      "Potential ambiguity with separate30% last3h cancellation rule.",
      "No refund test."
    ],
    "supports": [
      "Refund timing and eligibility are published but need contextual confirmation."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://thepetnest.com/refund-policy",
    "canonical_id": "MKT-031"
  },
  {
    "id": "MKT-032",
    "title": "Canine Pages Bengaluru",
    "url": "https://caninepages.com/bengaluru",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_directory",
    "platform": "Canine Pages",
    "geography": "Bengaluru",
    "access": "inspected_partial",
    "summary": "379 listing count with none provider-confirmed; categories, neighbourhood, ratings and open-now filters.",
    "limitations": [
      "Count/page rendering may change; no audit of records or filter behavior.",
      "Open-now claim not guarantee of live clinical availability."
    ],
    "supports": [
      "Specific Bengaluru discovery competitor exists with explicit confirmation gap."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://caninepages.com/bengaluru",
    "canonical_id": "MKT-032"
  },
  {
    "id": "MKT-033",
    "title": "Petraah pricing",
    "url": "https://petraah.com/pricing",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_marketing_price",
    "platform": "Petraah",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "Base₹1199/year founding offer; final platform taxes/fees vary; photo-health-scanner and12languages claimed; early-access links.",
    "limitations": [
      "Annual figure not actual purchase/conversion; cancellation after year1 wording.",
      "Live-app homepage versus early-access wording;184/200+breeds inconsistency.",
      "Photo triage marketing not clinical validation."
    ],
    "supports": [
      "Photo-to-health-action marketing already exists at low published annual price."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://petraah.com/pricing",
    "canonical_id": "MKT-033"
  },
  {
    "id": "MKT-034",
    "title": "Anvis product catalogue",
    "url": "https://www.anvisinc.com/collections/all",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_catalogue",
    "platform": "Anvis",
    "geography": "Bengaluru/India",
    "access": "inspected_partial",
    "summary": "Bengaluru dog home boarding several locations₹750; relocation₹100000 and consultation₹7500 shown.",
    "limitations": [
      "Catalogue amounts need specific duration/inclusions/availability confirmation.",
      "Cat-only₹500 rows excluded from dog boarding benchmark."
    ],
    "supports": [
      "Dog boarding benchmark₹750 is published catalogue amount, not availability test."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://anvisinc.com/collections/all",
    "canonical_id": "MKT-034"
  },
  {
    "id": "MKT-035",
    "title": "Doggo Pokko screenshot",
    "url": "inputs/channel-reference.jpg",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "local_input",
    "platform": "Instagram screenshot",
    "geography": "Bengaluru profile text",
    "access": "local_input",
    "summary": "Image visually reads Dog Trainer & Behaviourist | Diet Planner, Bengaluru; displays57.2K followers.",
    "limitations": [
      "Screenshot date/current follower count/credentials/prices not verified.",
      "No contact, comments or audience-demand inference."
    ],
    "supports": [
      "Channel offers a relevant behavioural/preparation distribution hypothesis."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "local:inputs/channel-reference.jpg",
    "canonical_id": "OWN-058"
  },
  {
    "id": "MKT-036",
    "title": "PetBacker sitter cost FAQ",
    "url": "https://www.petbacker.com/help-center/pet-service-providers/how-much-does-it-cost-to-be-a-pet-sitter",
    "retrieved_at": "2026-10-06T06:28:21.039Z",
    "published_at": null,
    "source_type": "provider_terms",
    "platform": "PetBacker",
    "geography": "Global platform",
    "access": "inspected_partial",
    "summary": "Joining free, sitter sets rates,15–25% booking deduction; off-platform solicitation restrictions.",
    "limitations": [
      "No partner agreement with proposed product.",
      "Terms may change and India-specific checkout not tested."
    ],
    "supports": [
      "General published provider compensation can be bounded before own expenses."
    ],
    "retrieval_note": "Observed in public web research on 2026-10-06; timestamp records ledger consolidation after inspection. Canonical URL is deduplication key.",
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://petbacker.com/help-center/pet-service-providers/how-much-does-it-cost-to-be-a-pet-sitter",
    "canonical_id": "MKT-036"
  },
  {
    "id": "MKT-037",
    "title": "ThePetNest online veterinary service",
    "url": "https://thepetnest.com/online-veterinary-service",
    "retrieved_at": "2026-10-06T06:30:40.265Z",
    "published_at": null,
    "source_type": "provider_service",
    "platform": "ThePetNest",
    "geography": "India online; home visits city-dependent",
    "access": "inspected_partial",
    "summary": "Remote consult starts₹199; essential care₹699; behaviour support₹1299 and home visit starts₹699 shown.",
    "limitations": [
      "No consult/account/checkout tested.",
      "24/7/no-appointment/cancel-anytime marketing must be reconciled with booking and refund terms.",
      "Not clinical guidance."
    ],
    "supports": [
      "Published low-price remote expert alternative competes with paid AI-only guidance."
    ],
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://thepetnest.com/online-veterinary-service",
    "canonical_id": "MKT-037"
  },
  {
    "id": "MKT-038",
    "title": "PetGPT Dog & Cat Insurance ChatGPT plugin discovery",
    "url": "https://chatgpt.com/plugins/plugin_asdk_app_6a3409e1d2d481918558434b33624250",
    "retrieved_at": "2026-10-06T06:30:40.265Z",
    "published_at": null,
    "source_type": "chatgpt_plugin_listing",
    "platform": "ChatGPT",
    "geography": "US-only in indexed description",
    "access": "inspected_partial",
    "summary": "Indexed description markets US ZIP-code insurance quote comparison and insurer handoff; direct open shows login/shell only.",
    "limitations": [
      "Capability/geography claims search_snippet_only; opened body lacks listing content.",
      "No install, quote, provider API, photo capability or review test.",
      "Do not count as inspected functional service."
    ],
    "supports": [
      "Dog-related ChatGPT plugin discovery exists; no validated Indian/local handoff inferred."
    ],
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://chatgpt.com/plugins/plugin_asdk_app_6a3409e1d2d481918558434b33624250",
    "canonical_id": "MKT-038"
  },
  {
    "id": "MKT-039",
    "title": "OpenAI GPT-6.1 Sol model pricing",
    "url": "https://developers.openai.com/api/docs/models/gpt-6.1-sol",
    "retrieved_at": "2026-10-06T06:30:40.265Z",
    "published_at": null,
    "source_type": "official_api_docs",
    "platform": "OpenAI",
    "geography": "Global API",
    "access": "inspected_partial",
    "summary": "Standard short-context $2 input/$10 output per million tokens; image input; Batch/Flex50% lower, Fast2×; context/region uplifts.",
    "limitations": [
      "No live API/token measurement; billed reasoning/image tokens must be measured in production.",
      "Pricing page has multiple tier tables; model page used to disambiguate Standard.",
      "Research agent mandated model remains GPT-6.1 Sol high."
    ],
    "supports": [
      "Current official GPT-6.1 Sol Standard pricing verified before economic modeling."
    ],
    "capability_tested": false,
    "inspection_owner": "market",
    "canonical_url": "https://developers.openai.com/api/docs/models/gpt-6.1-sol",
    "canonical_id": "MKT-039"
  },
  {
    "id": "DAT-001",
    "title": "OpenAI Images and vision",
    "url": "https://developers.openai.com/api/docs/guides/images-vision",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "global API mechanics",
    "access": "inspected_partial",
    "summary": "Responses accepts input_image via URL, data URL or Files API ID. Documented formats and limits are API-wide; model sizing differs.",
    "limitations": [
      "No live image API call",
      "Sizing table fetched does not list gpt-6.1-sol explicitly; do not transfer another model multiplier"
    ],
    "supports": [
      "Responses image input supports URL, base64 data URL and file_id",
      "PNG/JPEG/WEBP/non-animated GIF are documented; 512 MB payload, 1500 images and 30000 patches per image are current documented ceilings",
      "Image filename/metadata are not processed by the model"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/api/docs/guides/images-vision",
    "canonical_id": "DAT-001"
  },
  {
    "id": "DAT-002",
    "title": "OpenAI plugin reference: files, tools and metadata",
    "url": "https://developers.openai.com/plugins/reference",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "ChatGPT host; account availability not tested",
    "access": "inspected_partial",
    "summary": "Current plugin reference documents fileParams, optional widget upload helpers, tool schemas, annotations and metadata visibility.",
    "limitations": [
      "No plugin Scan Tools, host upload or connection tested",
      "Component-only _meta is not a secure vault"
    ],
    "supports": [
      "fileParams top-level inputs must declare download_url/file_id/mime_type/file_name; only the first two are required",
      "Tool structuredContent/content are model-visible; result _meta is component-only",
      "File library helper is optional and must be feature-detected"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/plugins/reference",
    "canonical_id": "DAT-002"
  },
  {
    "id": "DAT-003",
    "title": "Sending and returning files with GPT Actions",
    "url": "https://developers.openai.com/api/docs/actions/sending-files",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "GPT Actions",
    "access": "inspected_full",
    "summary": "Action file transport differs from plugin fileParams: POST openaiFileIdRefs schema is string array but runtime values are objects with signed URLs.",
    "limitations": [
      "No GPT editor or Action endpoint tested"
    ],
    "supports": [
      "Actions can receive up to ten files with five-minute download URLs",
      "Runtime fields are name/id/mime_type/download_link",
      "Returned action files max ten, ten MB each, excluding images/video"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/api/docs/actions/sending-files",
    "canonical_id": "DAT-003"
  },
  {
    "id": "DAT-004",
    "title": "OpenAI API data controls",
    "url": "https://developers.openai.com/api/docs/guides/your-data",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "global API; regional availability varies",
    "access": "inspected_partial",
    "summary": "API application state and abuse logs have distinct retention; store:false alone does not establish zero retention.",
    "limitations": [
      "Backend retention proposal cannot control ChatGPT host history or all OpenAI retention"
    ],
    "supports": [
      "API abuse monitoring ordinarily retains content up to 30 days subject to exceptions",
      "Responses store:true or default has application-state retention; Files retain state until deleted/expiry where supported",
      "Zero Data Retention requires approval and has feature/image exceptions"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/api/docs/guides/your-data",
    "canonical_id": "DAT-004"
  },
  {
    "id": "DAT-005",
    "title": "GPT-6.1 Sol model page",
    "url": "https://developers.openai.com/api/docs/models/gpt-6.1-sol",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "API; US/EU model data residency documented",
    "access": "inspected_full",
    "summary": "Requested model supports image input and Responses tool calling; reasoning levels include high and xhigh.",
    "limitations": [
      "No account/model-access or India processing entitlement tested"
    ],
    "supports": [
      "gpt-6.1-sol supports image input and Responses function calling",
      "Model page documents US/EU data residency; India residency is not established by this page"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/api/docs/models/gpt-6.1-sol",
    "canonical_id": "MKT-039"
  },
  {
    "id": "DAT-006",
    "title": "Plugin security and privacy",
    "url": "https://developers.openai.com/plugins/guides/security-privacy",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "plugin server/UI",
    "access": "inspected_full",
    "summary": "Official principles include least privilege, consent, server-side validation, retention/deletion and PII redaction.",
    "limitations": [
      "No deployed server security test"
    ],
    "supports": [
      "Tool arguments require server-side validation",
      "Widget CSP is not a server egress firewall",
      "OAuth scopes must be enforced per call"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/plugins/guides/security-privacy",
    "canonical_id": "DAT-006"
  },
  {
    "id": "DAT-007",
    "title": "Function calling strict mode",
    "url": "https://developers.openai.com/api/docs/guides/function-calling#strict-mode",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "Responses API",
    "access": "inspected_partial",
    "summary": "Strict parameter schemas require additionalProperties:false and all properties required; optional values use null.",
    "limitations": [
      "Local JSON Schema draft is distinct from accepted API structured-output subset"
    ],
    "supports": [
      "Strict function arguments must reject additional properties",
      "All strict-schema properties must be required"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/api/docs/guides/function-calling",
    "canonical_id": "DAT-007"
  },
  {
    "id": "DAT-008",
    "title": "GPT Action authentication",
    "url": "https://developers.openai.com/api/docs/actions/authentication",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "GPT Actions",
    "access": "inspected_full",
    "summary": "GPT editor supports None, API key and OAuth authentication.",
    "limitations": [
      "No auth flow tested"
    ],
    "supports": [
      "Actions support noauth, API key and per-user OAuth"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/api/docs/actions/authentication",
    "canonical_id": "DAT-008"
  },
  {
    "id": "DAT-009",
    "title": "OpenAI API pricing",
    "url": "https://developers.openai.com/api/docs/pricing",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_pricing",
    "platform": "OpenAI",
    "geography": "USD; taxes/FX/account treatment untested",
    "access": "inspected_partial",
    "summary": "Standard short-context GPT-6.1 Sol lists $2 input/$0.10 cached input/$2.50 cache-write/$10 output per million tokens.",
    "limitations": [
      "Price observation is not a measured usage bill",
      "INR scenarios use disclosed assumed FX"
    ],
    "supports": [
      "Standard short-context gpt-6.1-sol price is USD2/M input and USD10/M output",
      "Cache writes and long contexts can add costs"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/api/docs/pricing",
    "canonical_id": "MKT-017"
  },
  {
    "id": "DAT-010",
    "title": "Google Places API policies",
    "url": "https://developers.google.com/maps/documentation/places/web-service/policies",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_terms_documentation",
    "platform": "Google Maps Platform",
    "geography": "India/non-EEA billing assumptions",
    "access": "inspected_partial",
    "summary": "Place IDs have storage exception; display requires Google/third-party attribution; general content storage restricted.",
    "limitations": [
      "Must inspect actual agreement before commercial integration",
      "Not a reusable licensed provider catalogue"
    ],
    "supports": [
      "place_id may be stored indefinitely under documented exception",
      "Display without a map still requires attribution",
      "Google review ratings are not provider credential verification"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.google.com/maps/documentation/places/web-service/policies",
    "canonical_id": "DAT-010"
  },
  {
    "id": "DAT-011",
    "title": "Google Maps India pricing list",
    "url": "https://developers.google.com/maps/billing-and-pricing/pricing-india",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_pricing",
    "platform": "Google Maps Platform",
    "geography": "eligible Indian billing/usage",
    "access": "inspected_partial",
    "summary": "New Places India SKUs have per-SKU free caps and tiered USD rates.",
    "limitations": [
      "No billing account entitlement verified",
      "Field mask determines billable tier"
    ],
    "supports": [
      "Text/Nearby Search Pro:35000 free monthly events then USD9.60/1000 to five million",
      "Place Details Pro:35000 free then USD5.10/1000; Enterprise:7000 free then USD6/1000"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.google.com/maps/billing-and-pricing/pricing-india",
    "canonical_id": "DAT-011"
  },
  {
    "id": "DAT-012",
    "title": "India pricing eligibility FAQ",
    "url": "https://developers.google.com/maps/billing-and-pricing/india",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_pricing_documentation",
    "platform": "Google Maps Platform",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "Eligibility depends on billing in India and a large majority of usage in India; geographic query alone is insufficient.",
    "limitations": [
      "No current exchange rate collected; INR examples are assumptions"
    ],
    "supports": [
      "India pricing requires Indian billing and majority Indian usage",
      "Published USD list converts using Google billing conversion for INR"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.google.com/maps/billing-and-pricing/india",
    "canonical_id": "DAT-012"
  },
  {
    "id": "DAT-013",
    "title": "OpenStreetMap attribution guidelines",
    "url": "https://osmfoundation.org/wiki/Licence/Attribution_Guidelines",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_license_guidance",
    "platform": "OSMF",
    "geography": "global including India",
    "access": "inspected_partial",
    "summary": "OSM data uses ODbL; public outputs and databases require attribution and may incur share-alike obligations.",
    "limitations": [
      "No legal determination of a future merged database"
    ],
    "supports": [
      "OSM public database outputs require attribution and licence notice",
      "ODbL governs reuse; integration needs derivative/collective-database assessment"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://osmfoundation.org/wiki/Licence/Attribution_Guidelines",
    "canonical_id": "DAT-013"
  },
  {
    "id": "DAT-014",
    "title": "Overpass public commons",
    "url": "https://dev.overpass-api.de/overpass-doc/en/preface/commons.html",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_api_documentation",
    "platform": "Overpass",
    "geography": "global public OSM including India",
    "access": "inspected_partial",
    "summary": "Shared instances have fairness/load-shedding constraints; sustained general-user app backends should run their own instance.",
    "limitations": [
      "No production capacity tested"
    ],
    "supports": [
      "Public Overpass has no contracted production SLA",
      "Small manual queries may still be load-shed",
      "Suggested safety margins are about10000 requests/day and1GB/day, not entitlement"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://dev.overpass-api.de/overpass-doc/en/preface/commons.html",
    "canonical_id": "DAT-014"
  },
  {
    "id": "DAT-015",
    "title": "OSM veterinary tag",
    "url": "https://wiki.openstreetmap.org/wiki/Tag:amenity=veterinary",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "primary_community_schema",
    "platform": "OpenStreetMap",
    "geography": "global including India",
    "access": "inspected_partial",
    "summary": "amenity=veterinary identifies veterinary facilities; tags are contributor-maintained.",
    "limitations": [
      "Tag does not verify professional registration/price/availability"
    ],
    "supports": [
      "amenity=veterinary is a documented facility tag"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://wiki.openstreetmap.org/wiki/Tag:amenity=veterinary",
    "canonical_id": "DAT-015"
  },
  {
    "id": "DAT-016",
    "title": "OSM pet grooming tag",
    "url": "https://wiki.openstreetmap.org/wiki/Tag:shop=pet_grooming",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "primary_community_schema",
    "platform": "OpenStreetMap",
    "geography": "global including India",
    "access": "inspected_partial",
    "summary": "shop=pet_grooming is a documented tag for pet grooming businesses.",
    "limitations": [
      "Missing tag is not proof of absent groomers"
    ],
    "supports": [
      "shop=pet_grooming is a documented discovery tag"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://wiki.openstreetmap.org/wiki/Tag:shop=pet_grooming",
    "canonical_id": "DAT-016"
  },
  {
    "id": "DAT-017",
    "title": "Live Koramangala 3km Overpass extract",
    "url": "https://overpass-api.de/api/interpreter?data=%5Bout%3Ajson%5D%5Btimeout%3A10%5D%3B%28nwr%5B%22amenity%22%3D%22veterinary%22%5D%28around%3A3000%2C12.9352%2C77.6245%29%3Bnwr%5B%22shop%22%3D%22pet_grooming%22%5D%28around%3A3000%2C12.9352%2C77.6245%29%3B%29%3Bout+tags+center%3B",
    "retrieved_at": "2026-10-06T06:24:42.122189+00:00",
    "published_at": null,
    "source_type": "read_only_api_test",
    "platform": "Overpass/OpenStreetMap",
    "geography": "3km around12.9352,77.6245 Bengaluru",
    "access": "inspected_full",
    "summary": "HTTP200 returned5 vet features:3 named,2 phone,1 website,0 hours;0 pet_grooming tags.",
    "limitations": [
      "Not a city census",
      "Two unnamed nearby nodes may duplicate another business; not merged without evidence",
      "Database snapshot freshness is not field verification freshness"
    ],
    "supports": [
      "This bounded query actually returned five veterinary features",
      "No returned feature supplies price, professional credential or appointment slots"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://overpass-api.de/api/interpreter?data=%5Bout%3Ajson%5D%5Btimeout%3A10%5D%3B%28nwr%5B%22amenity%22%3D%22veterinary%22%5D%28around%3A3000%2C12.9352%2C77.6245%29%3Bnwr%5B%22shop%22%3D%22pet_grooming%22%5D%28around%3A3000%2C12.9352%2C77.6245%29%3B%29%3Bout+tags+center%3B",
    "canonical_id": "DAT-017"
  },
  {
    "id": "DAT-018",
    "title": "Mappls REST documentation index",
    "url": "https://developer.mappls.com/documentation/sdk/rest-apis/Readme/",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_api_documentation",
    "platform": "Mappls",
    "geography": "India documented; specific vet coverage untested",
    "access": "inspected_partial",
    "summary": "Current documentation says authentication updated August2025 and directs legacy OAuth users to auth-legacy.",
    "limitations": [
      "Marketing coverage claims are not measured veterinary coverage"
    ],
    "supports": [
      "Mappls provides documented Indian place search APIs",
      "Current and legacy authentication documentation coexist"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developer.mappls.com/documentation/sdk/rest-apis/Readme",
    "canonical_id": "DAT-018"
  },
  {
    "id": "DAT-019",
    "title": "Mappls current Nearby API",
    "url": "https://developer.mappls.com/documentation/sdk/rest-apis/mappls-maps-near-by-api-example/Readme/",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_api_documentation",
    "platform": "Mappls",
    "geography": "India/default IND",
    "access": "inspected_partial",
    "summary": "Current Nearby uses search.mappls.com and console static key as access_token query parameter; app entitlement required.",
    "limitations": [
      "No key, query, category result or endpoint integration tested",
      "Do not use legacy OAuth sample as current contract"
    ],
    "supports": [
      "Current Nearby endpoint is https://search.mappls.com/search/places/nearby/json",
      "API parameters are not assured for every licensed use case",
      "Static key can be restricted toIPs/domains"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developer.mappls.com/documentation/sdk/rest-apis/mappls-maps-near-by-api-example/Readme",
    "canonical_id": "DAT-019"
  },
  {
    "id": "DAT-020",
    "title": "Mappls API terms",
    "url": "https://about.mappls.com/api/terms-&-conditions",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_terms",
    "platform": "Mappls",
    "geography": "India service supplier; general licence",
    "access": "inspected_partial",
    "summary": "Limited licence; visible branding; restrictions include cache to avoid fees and mixing maps.",
    "limitations": [
      "No commercial quote/negotiated caching rights obtained"
    ],
    "supports": [
      "Commercial Mappls applications require paid permission as documented",
      "Mappls attribution required on visible content interfaces",
      "No mixing with non-Mappls maps absent permission"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://about.mappls.com/api/terms-&-conditions",
    "canonical_id": "DAT-020"
  },
  {
    "id": "DAT-021",
    "title": "Kuddle dog grooming collection",
    "url": "https://kuddle.pet/collection/dog-grooming",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "provider_marketing",
    "platform": "Kuddle",
    "geography": "Bengaluru at-home grooming claim; product delivery India separate",
    "access": "inspected_partial",
    "summary": "Public collection describes at-home Bengaluru grooming and app booking.",
    "limitations": [
      "No service price/slots/provider qualifications verified",
      "No public service API docs found in surveyed official-site searches",
      "Product-delivery geography does not establish service coverage"
    ],
    "supports": [
      "Kuddle advertises at-home grooming across Bangalore"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://kuddle.pet/collection/dog-grooming",
    "canonical_id": "DAT-021"
  },
  {
    "id": "DAT-022",
    "title": "Supertails clinic locator",
    "url": "https://supertails.com/pages/supertails-clinic-locations",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "provider_marketing_directory",
    "platform": "Supertails",
    "geography": "Bengaluru clinics",
    "access": "inspected_partial",
    "summary": "Locator lists Bengaluru clinic/grooming locations including Koramangala and Whitefield; booking through site/app.",
    "limitations": [
      "No price/slots/individual credentials checked",
      "Bannerghatta phone conflicts within page; no contact copied into seeds",
      "Public page is not reuse/API permission"
    ],
    "supports": [
      "Supertails advertises clinic and grooming services at listed Bengaluru locations"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://supertails.com/pages/supertails-clinic-locations",
    "canonical_id": "DAT-022"
  },
  {
    "id": "DAT-023",
    "title": "Supertails terms",
    "url": "https://supertails.com/policies/terms-of-service",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_terms",
    "platform": "Supertails",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "Terms restrict harvesting/scraping and content reuse without express permission.",
    "limitations": [
      "Only narrow source-backed research pointers retained; no deployable catalogue",
      "Terms include placeholder privacy link; not relied on as complete privacy notice"
    ],
    "supports": [
      "Supertails terms prohibit scraping/harvesting and content reuse without consent"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://supertails.com/policies/terms-of-service",
    "canonical_id": "DAT-023"
  },
  {
    "id": "DAT-024",
    "title": "PetBacker terms",
    "url": "https://www.petbacker.com/help-center/policies/terms-of-use",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_terms",
    "platform": "PetBacker",
    "geography": "global platform including India; coverage not probed",
    "access": "inspected_partial",
    "summary": "Terms prohibit automated access without approval and manual/automated provider information collection.",
    "limitations": [
      "No provider listings harvested",
      "No public service API docs found in surveyed official-site search"
    ],
    "supports": [
      "PetBacker cannot be treated as a scrapeable public provider dataset",
      "Permission needed before provider collection or reuse"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://petbacker.com/help-center/policies/terms-of-use",
    "canonical_id": "DAT-024"
  },
  {
    "id": "DAT-025",
    "title": "Kuddle terms PDF",
    "url": "https://storage.kuddle.pet/documents/terms_of_use_app_9_2_22.pdf",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": "2022-02-09",
    "source_type": "official_terms",
    "platform": "Kuddle",
    "geography": "India",
    "access": "inspected_partial",
    "summary": "Web initial PDF retrieval exposed16 pages and first-page terms identity/dates; subsequent fetches timed out and directDNS failed.",
    "limitations": [
      "Only first-page identity/date inspected; full reuse/storage clauses unverified",
      "Search publication date conflicts with internal2022 date; internal date retained"
    ],
    "supports": [
      "Public Kuddle terms PDF exists with internal last-updated date09Feb2022"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://storage.kuddle.pet/documents/terms_of_use_app_9_2_22.pdf",
    "canonical_id": "DAT-025"
  },
  {
    "id": "DAT-026",
    "title": "Google Maps Platform terms",
    "url": "https://cloud.google.com/maps-platform/terms",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_terms",
    "platform": "Google Maps Platform",
    "geography": "non-EEA billing assumption",
    "access": "inspected_partial",
    "summary": "Google content cannot be used to improve/train/test/validate/fine-tune AI/ML models; export/scrape restrictions apply.",
    "limitations": [
      "Request-scoped inference/display contract still needs implementation review; no approval assumed"
    ],
    "supports": [
      "Do not use Maps content as model training or evaluation corpus"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://cloud.google.com/maps-platform/terms",
    "canonical_id": "DAT-026"
  },
  {
    "id": "DAT-027",
    "title": "Google Maps service-specific terms",
    "url": "https://cloud.google.com/maps-platform/terms/maps-service-terms",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_terms",
    "platform": "Google Maps Platform",
    "geography": "non-EEA billing assumption",
    "access": "inspected_partial",
    "summary": "Places may be displayed without Google map; non-Google map prohibited; lat/lng temporary caching exception is30days.",
    "limitations": [
      "Not permission to retain full provider records"
    ],
    "supports": [
      "Places lat/lng may be cached at most30consecutive calendar days under documented exception",
      "Do not generalize coordinates exception to all Places fields"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://cloud.google.com/maps-platform/terms/maps-service-terms",
    "canonical_id": "DAT-027"
  },
  {
    "id": "DAT-028",
    "title": "Google Places types",
    "url": "https://developers.google.com/maps/documentation/places/web-service/place-types",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_api_documentation",
    "platform": "Google Maps Platform",
    "geography": "global type vocabulary; India data untested",
    "access": "inspected_partial",
    "summary": "Current type table lists veterinary_care, pet_care and pet_boarding_service; grooming/training discovery still requires search and verification.",
    "limitations": [
      "Type match is not qualification or budget match"
    ],
    "supports": [
      "veterinary_care is a current Places type"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.google.com/maps/documentation/places/web-service/place-types",
    "canonical_id": "DAT-028"
  },
  {
    "id": "DAT-029",
    "title": "Google Places Text Search",
    "url": "https://developers.google.com/maps/documentation/places/web-service/text-search",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_api_documentation",
    "platform": "Google Maps Platform",
    "geography": "India/Bengaluru queries planned only",
    "access": "inspected_partial",
    "summary": "New Text Search uses POST places:searchText, key header and required field mask.",
    "limitations": [
      "No authenticated Places call"
    ],
    "supports": [
      "Text Search requires X-Goog-FieldMask; missing mask errors",
      "priceLevel is categorical and cannot serve as a pet-service INR quote"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.google.com/maps/documentation/places/web-service/text-search",
    "canonical_id": "DAT-029"
  },
  {
    "id": "DAT-030",
    "title": "Doggo Pokko supplied screenshot",
    "url": "inputs/channel-reference.jpg",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "user_supplied_reference",
    "platform": "Instagram screenshot",
    "geography": "Bengaluru displayed",
    "access": "local_input",
    "summary": "Screenshot displays Dog Trainer & Behaviourist | Diet Planner and Bengaluru;57.2K followers displayed.",
    "limitations": [
      "Capture date unknown",
      "No credentials, price, licensing or present-day follower count verified"
    ],
    "supports": [
      "Reference screenshot describes training/behaviour and diet planning in Bengaluru"
    ],
    "inspection_owner": "data",
    "canonical_url": "local:inputs/channel-reference.jpg",
    "canonical_id": "OWN-058"
  },
  {
    "id": "DAT-031",
    "title": "Doggo Pokko Linktree",
    "url": "https://linktr.ee/doggo_pokko",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "public_profile_link_hub",
    "platform": "Linktree",
    "geography": "Geography not stated in inspected Linktree content",
    "access": "inspected_partial",
    "summary": "Live linked handle exists but visible links are product links; no service catalogue or booking API exposed.",
    "limitations": [
      "Does not independently verify screenshot service claims",
      "No linked product visited or recommended",
      "No partnership/access permission obtained"
    ],
    "supports": [
      "Live Linktree is reachable at supplied handle"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://linktr.ee/doggo_pokko",
    "canonical_id": "DAT-031"
  },
  {
    "id": "DAT-032",
    "title": "Responses create reference",
    "url": "https://developers.openai.com/api/reference/resources/responses/methods/create",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_api_reference",
    "platform": "OpenAI",
    "geography": "API",
    "access": "inspected_partial",
    "summary": "Official reference fetch returned a generated endpoint stub; subsequent OpenAPI tool exposed examples, not complete numerical metadata constraints.",
    "limitations": [
      "Metadata numerical limits not established by this reference fetch",
      "Storage/image mechanics grounded in DAT-001/004 instead; do not infer security from metadata"
    ],
    "supports": [],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/api/reference/resources/responses/methods/create",
    "canonical_id": "DAT-032"
  },
  {
    "id": "DAT-033",
    "title": "OpenAI API supported countries",
    "url": "https://developers.openai.com/api/docs/supported-countries",
    "retrieved_at": "2026-10-06T06:35:39.332196+00:00",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "India listed",
    "access": "inspected_partial",
    "summary": "India is listed among supported API countries and territories.",
    "limitations": [
      "Does not establish this account model entitlement, local processing or plugin directory access"
    ],
    "supports": [
      "India supports OpenAI API access under the documented country list"
    ],
    "inspection_owner": "data",
    "canonical_url": "https://developers.openai.com/api/docs/supported-countries",
    "canonical_id": "DAT-033"
  },
  {
    "id": "LEAD-001",
    "title": "Doggo Pokko supplied screenshot",
    "url": "inputs/channel-reference.jpg",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": null,
    "source_type": "local_input",
    "platform": "local",
    "geography": "Bengaluru",
    "access": "local_input",
    "summary": "Profile text and counters visually inspected; capture date unknown.",
    "limitations": [
      "Screenshot observation only; no current count, credentials, demand or outcomes verified."
    ],
    "supports": [
      "Screenshot brands @doggo_pokko as Doggo Pokko and describes Bengaluru training/behaviour and diet planning."
    ],
    "inspection_owner": "lead",
    "canonical_url": "local:inputs/channel-reference.jpg",
    "canonical_id": "OWN-058"
  },
  {
    "id": "LEAD-002",
    "title": "OpenAI Images and vision",
    "url": "https://developers.openai.com/api/docs/guides/images-vision",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "Global",
    "access": "inspected_full",
    "summary": "Fetched official image-analysis input and limitations documentation.",
    "limitations": [
      "No API call performed; host and model limits must be separately verified."
    ],
    "supports": [
      "Responses input_image accepts image URL, base64 data URL or API file ID.",
      "Vision descriptions can be inaccurate; filenames and metadata are not processed as image content."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://developers.openai.com/api/docs/guides/images-vision",
    "canonical_id": "DAT-001"
  },
  {
    "id": "LEAD-003",
    "title": "OpenAI Plugins Reference",
    "url": "https://developers.openai.com/plugins/reference",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": null,
    "source_type": "official_documentation",
    "platform": "OpenAI",
    "geography": "Global",
    "access": "inspected_full",
    "summary": "Opened current file-input, tool-descriptor, annotations and result sections.",
    "limitations": [
      "Host integration not tested; library helper optional; ChatGPT IDs not presumed API file IDs."
    ],
    "supports": [
      "_meta openai/fileParams lists top-level file fields whose objects declare four properties and require download_url and file_id.",
      "structuredContent should have outputSchema; annotations do not replace authorization."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://developers.openai.com/plugins/reference",
    "canonical_id": "DAT-002"
  },
  {
    "id": "LEAD-004",
    "title": "AVSAB Humane Dog Training position statement",
    "url": "https://avsab.org/wp-content/uploads/2021/08/AVSAB-Humane-Dog-Training-Position-Statement-2021.pdf",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": "2021-08",
    "source_type": "professional_guidance",
    "platform": "AVSAB",
    "geography": "US / general care guidance",
    "access": "inspected_full",
    "summary": "Opened four-page professional position statement.",
    "limitations": [
      "Not an Indian credential standard; prototype rules pending local professional review."
    ],
    "supports": [
      "AVSAB recommends reward-based methods and professional evaluation of serious behavior concerns."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://avsab.org/wp-content/uploads/2021/08/AVSAB-Humane-Dog-Training-Position-Statement-2021.pdf",
    "canonical_id": "LEAD-004"
  },
  {
    "id": "LEAD-005",
    "title": "AAHA Age and behavior",
    "url": "https://www.aaha.org/resources/2015-aaha-canine-and-feline-behavior-management-guidelines/age-and-behavior/",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": "2015",
    "source_type": "professional_guidance",
    "platform": "AAHA",
    "geography": "US / general care guidance",
    "access": "inspected_full",
    "summary": "Opened guidance within 2015 behavior guideline.",
    "limitations": [
      "Web page date differs from guideline publication year; local validation pending."
    ],
    "supports": [
      "Consult veterinarian at first signs of problematic behavior."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://aaha.org/resources/2015-aaha-canine-and-feline-behavior-management-guidelines/age-and-behavior",
    "canonical_id": "LEAD-005"
  },
  {
    "id": "LEAD-006",
    "title": "Cornell Emergency and Critical Care",
    "url": "https://www.vet.cornell.edu/hospitals/services/emergency-and-critical-care-0",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": null,
    "source_type": "institutional_guidance",
    "platform": "Cornell",
    "geography": "US / general care guidance",
    "access": "inspected_full",
    "summary": "Opened emergency list and instructions.",
    "limitations": [
      "US hospital details are not Bengaluru service data; conservative routing not validated triage."
    ],
    "supports": [
      "Reported breathing difficulty, collapse, seizures, excessive bleeding and toxin ingestion merit urgent veterinary help."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://vet.cornell.edu/hospitals/services/emergency-and-critical-care-0",
    "canonical_id": "LEAD-006"
  },
  {
    "id": "LEAD-007",
    "title": "Cornell Recognizing canine respiratory distress",
    "url": "https://www.vet.cornell.edu/departments-centers-and-institutes/riney-canine-health-center/canine-health-topics/recognizing-and-responding-canine-respiratory-distress",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": "2025-03",
    "source_type": "institutional_guidance",
    "platform": "Cornell",
    "geography": "US / general care guidance",
    "access": "inspected_full",
    "summary": "Opened March 2025 updated page.",
    "limitations": [
      "Photograph alone cannot establish cause or exclude respiratory distress."
    ],
    "supports": [
      "Respiratory distress requires immediate veterinary attention; uncertainty should prompt help."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://vet.cornell.edu/departments-centers-and-institutes/riney-canine-health-center/canine-health-topics/recognizing-and-responding-canine-respiratory-distress",
    "canonical_id": "LEAD-007"
  },
  {
    "id": "LEAD-008",
    "title": "WSAVA Nutrition Guidelines toolkit",
    "url": "https://wsava.org/global-guidelines/global-nutrition-guidelines/",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": null,
    "source_type": "professional_guidance",
    "platform": "WSAVA",
    "geography": "Global",
    "access": "inspected_full",
    "summary": "Opened toolkit and copyright/reproduction notes.",
    "limitations": [
      "Educational resources remain copyrighted; reference links do not grant redistribution permission."
    ],
    "supports": [
      "Diet history and body/muscle assessment are veterinary nutrition tools; individual nutrition requires context."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://wsava.org/global-guidelines/global-nutrition-guidelines",
    "canonical_id": "LEAD-008"
  },
  {
    "id": "LEAD-009",
    "title": "PDSA Grooming pets",
    "url": "https://www.pdsa.org.uk/pet-help-and-advice/looking-after-your-pet/all-pets/grooming-pets",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": null,
    "source_type": "institutional_guidance",
    "platform": "PDSA",
    "geography": "UK / general care guidance",
    "access": "inspected_full",
    "summary": "Opened general grooming advice and relevant handling/matting sections.",
    "limitations": [
      "UK trade-body example not applicable as Indian credential proof; local review pending."
    ],
    "supports": [
      "Pause stressful handling, ask a professional for pet-specific grooming and do not tackle mats at home."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://pdsa.org.uk/pet-help-and-advice/looking-after-your-pet/all-pets/grooming-pets",
    "canonical_id": "LEAD-009"
  },
  {
    "id": "LEAD-010",
    "title": "WSAVA Short Diet History Form",
    "url": "https://wsava.org/wp-content/uploads/2020/01/Diet-History-Form.pdf",
    "retrieved_at": "2026-10-06T06:25:19.533Z",
    "published_at": "2013",
    "source_type": "professional_guidance",
    "platform": "WSAVA",
    "geography": "Global",
    "access": "inspected_full",
    "summary": "Opened one-page form; extracted text order imperfect but sections inspected.",
    "limitations": [
      "Referenced, not copied/distributed; copyright retained."
    ],
    "supports": [
      "Collect foods, treats, amounts and supplements; vet completes weight and condition fields."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://wsava.org/wp-content/uploads/2020/01/Diet-History-Form.pdf",
    "canonical_id": "LEAD-010"
  },
  {
    "id": "LEAD-011",
    "title": "ThePetNest Bengaluru grooming (lead independent check)",
    "url": "https://thepetnest.com/pet-grooming/bangalore",
    "retrieved_at": "2026-10-06T06:28:00Z",
    "published_at": null,
    "source_type": "provider_published",
    "platform": "ThePetNest",
    "geography": "Bengaluru",
    "access": "inspected_full",
    "summary": "Opened package sections and FAQ: dog bath 999, basic 1499, full 1999 INR; FAQ range up to 2499.",
    "limitations": [
      "Provider-published listing, not final quote or checkout test.",
      "Qualifications/availability/outcomes are marketing claims, not independent verification.",
      "Tax/travel/dog suitability require direct confirmation."
    ],
    "supports": [
      "Published dog grooming packages supply an indicative budget anchor, not guaranteed fit."
    ],
    "inspection_owner": "lead",
    "canonical_url": "https://thepetnest.com/pet-grooming/bangalore",
    "canonical_id": "MKT-001"
  }
]
