{ "built_at": "2026-10-06T06:51:32.591758+00:00", "default_topic": "grooming", "interpretation": "Qualitative evidence/inference links, never correlation, causality, clinical confidence or owner testing.", "nodes": [ { "id": "grooming-problem", "type": "problem", "topic": "grooming", "label": "Grooming cost, effort and fit", "description": "Grooming cost, effort and fit", "source_ids": [ "OWN-007", "OWN-018", "OWN-020", "OWN-022", "OWN-023", "OWN-026", "OWN-030", "OWN-047", "OWN-048", "OWN-052" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "grooming-evidence", "type": "evidence", "topic": "grooming", "label": "Public owner accounts", "description": "10 coded selected units; partial rendered accounts, not prevalence.", "source_ids": [ "OWN-007", "OWN-018", "OWN-020", "OWN-022", "OWN-023", "OWN-026", "OWN-030", "OWN-047", "OWN-048", "OWN-052" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [ "DIY bath/free pages are alternatives; OWN-047 reports good service while OWN-023 alleges injury." ] }, { "id": "grooming-input", "type": "input", "topic": "grooming", "label": "Coat overview + owner history", "description": "Coat overview + owner history", "source_ids": [ "LEAD-009", "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "grooming-action", "type": "action", "topic": "grooming", "label": "Written grooming enquiry", "description": "Written grooming enquiry", "source_ids": [ "LEAD-009", "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "grooming-service", "type": "service", "topic": "grooming", "label": "Groomer assessment / vet if pain", "description": "Groomer assessment / vet if pain", "source_ids": [ "MKT-001", "DAT-021", "DAT-025" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "grooming-data", "type": "data", "topic": "grooming", "label": "Published grooming page; partner quotes missing", "description": "Published grooming page; partner quotes missing", "source_ids": [ "MKT-001", "DAT-021", "DAT-025" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "grooming-cost", "type": "cost", "topic": "grooming", "label": "₹999 baseline; final total unknown", "description": "₹999 baseline; final total unknown", "source_ids": [ "MKT-001", "LEAD-011" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "training-problem", "type": "problem", "topic": "training", "label": "Suitable trainer and transparent fees", "description": "Suitable trainer and transparent fees", "source_ids": [ "OWN-001", "OWN-002", "OWN-004", "OWN-007", "OWN-011", "OWN-016", "OWN-019", "OWN-025", "OWN-026", "OWN-027", "OWN-030", "OWN-035", "OWN-047", "OWN-051", "OWN-052" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "training-evidence", "type": "evidence", "topic": "training", "label": "Public owner accounts", "description": "15 coded selected units; partial rendered accounts, not prevalence.", "source_ids": [ "OWN-001", "OWN-002", "OWN-004", "OWN-007", "OWN-011", "OWN-016", "OWN-019", "OWN-025", "OWN-026", "OWN-027", "OWN-030", "OWN-035", "OWN-047", "OWN-051", "OWN-052" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [ "Free videos helped OWN-051 but failed OWN-002; still photo cannot explain behaviour." ] }, { "id": "training-input", "type": "input", "topic": "training", "label": "History, triggers + optional photo", "description": "History, triggers + optional photo", "source_ids": [ "LEAD-004", "LEAD-005", "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "training-action", "type": "action", "topic": "training", "label": "Prepare trainer questions", "description": "Prepare trainer questions", "source_ids": [ "LEAD-004", "LEAD-005", "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "training-service", "type": "service", "topic": "training", "label": "Qualified trainer / vet for serious concerns", "description": "Qualified trainer / vet for serious concerns", "source_ids": [ "MKT-020", "MKT-005", "DAT-018" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "training-data", "type": "data", "topic": "training", "label": "Named service pages; no credential/slot feed", "description": "Named service pages; no credential/slot feed", "source_ids": [ "MKT-020", "MKT-005", "DAT-018" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "training-cost", "type": "cost", "topic": "training", "label": "₹1,195 ×12 published package", "description": "₹1,195 ×12 published package", "source_ids": [ "MKT-020", "MKT-005" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "vet-problem", "type": "problem", "topic": "vet", "label": "Reliable veterinary consultation", "description": "Reliable veterinary consultation", "source_ids": [ "OWN-001", "OWN-004", "OWN-007", "OWN-010", "OWN-018", "OWN-020", "OWN-022", "OWN-023", "OWN-026", "OWN-030", "OWN-031", "OWN-032", "OWN-036", "OWN-037", "OWN-038", "OWN-039", "OWN-040", "OWN-044", "OWN-051", "OWN-052" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "vet-evidence", "type": "evidence", "topic": "vet", "label": "Public owner accounts", "description": "20 coded selected units; partial rendered accounts, not prevalence.", "source_ids": [ "OWN-001", "OWN-004", "OWN-007", "OWN-010", "OWN-018", "OWN-020", "OWN-022", "OWN-023", "OWN-026", "OWN-030", "OWN-031", "OWN-032", "OWN-036", "OWN-037", "OWN-038", "OWN-039", "OWN-040", "OWN-044", "OWN-051", "OWN-052" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [ "Provider complaints and positive experiences differ by branch/procedure; no quality conclusion." ] }, { "id": "vet-input", "type": "input", "topic": "vet", "label": "History and records; optional photo", "description": "History and records; optional photo", "source_ids": [ "LEAD-006", "LEAD-007", "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "vet-action", "type": "action", "topic": "vet", "label": "Organize history; urgent signs route now", "description": "Organize history; urgent signs route now", "source_ids": [ "LEAD-006", "LEAD-007", "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "vet-service", "type": "service", "topic": "vet", "label": "Veterinarian; urgency not diagnosed", "description": "Veterinarian; urgency not diagnosed", "source_ids": [ "DAT-017", "DAT-015", "DAT-010" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "vet-data", "type": "data", "topic": "vet", "label": "OSM discovery live probe, no appointment data", "description": "OSM discovery live probe, no appointment data", "source_ids": [ "DAT-017", "DAT-015", "DAT-010" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "vet-cost", "type": "cost", "topic": "vet", "label": "₹399/₹599 consult listings; total unknown", "description": "₹399/₹599 consult listings; total unknown", "source_ids": [ "MKT-002", "MKT-005" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "boarding-problem", "type": "problem", "topic": "boarding", "label": "Safe boarding that fits the dog", "description": "Safe boarding that fits the dog", "source_ids": [ "OWN-001", "OWN-010", "OWN-012", "OWN-013", "OWN-014", "OWN-015", "OWN-017", "OWN-024", "OWN-025", "OWN-027", "OWN-028", "OWN-029", "OWN-031", "OWN-033", "OWN-034", "OWN-037", "OWN-044", "OWN-049", "OWN-050" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "boarding-evidence", "type": "evidence", "topic": "boarding", "label": "Public owner accounts", "description": "19 coded selected units; partial rendered accounts, not prevalence.", "source_ids": [ "OWN-001", "OWN-010", "OWN-012", "OWN-013", "OWN-014", "OWN-015", "OWN-017", "OWN-024", "OWN-025", "OWN-027", "OWN-028", "OWN-029", "OWN-031", "OWN-033", "OWN-034", "OWN-037", "OWN-044", "OWN-049", "OWN-050" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [ "Successful repeat boarding/home walker are existing alternatives; a portrait adds little." ] }, { "id": "boarding-input", "type": "input", "topic": "boarding", "label": "Dates, health/handling records", "description": "Dates, health/handling records", "source_ids": [ "LEAD-005", "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "boarding-action", "type": "action", "topic": "boarding", "label": "Prepare eligibility and care questions", "description": "Prepare eligibility and care questions", "source_ids": [ "LEAD-005", "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "boarding-service", "type": "service", "topic": "boarding", "label": "Boarder accepting dog-specific needs", "description": "Boarder accepting dog-specific needs", "source_ids": [ "MKT-008", "MKT-009", "DAT-024" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "boarding-data", "type": "data", "topic": "boarding", "label": "Provider listings; live capacity unavailable", "description": "Provider listings; live capacity unavailable", "source_ids": [ "MKT-008", "MKT-009", "DAT-024" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "boarding-cost", "type": "cost", "topic": "boarding", "label": "₹500 listing explicitly unavailable", "description": "₹500 listing explicitly unavailable", "source_ids": [ "MKT-008", "MKT-009" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "travel-problem", "type": "problem", "topic": "travel", "label": "Dog travel cost and eligibility", "description": "Dog travel cost and eligibility", "source_ids": [ "OWN-005", "OWN-009", "OWN-010", "OWN-013", "OWN-017", "OWN-021", "OWN-029", "OWN-033", "OWN-044", "OWN-045", "OWN-046", "OWN-050" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "travel-evidence", "type": "evidence", "topic": "travel", "label": "Public owner accounts", "description": "12 coded selected units; partial rendered accounts, not prevalence.", "source_ids": [ "OWN-005", "OWN-009", "OWN-010", "OWN-013", "OWN-017", "OWN-021", "OWN-029", "OWN-033", "OWN-044", "OWN-045", "OWN-046", "OWN-050" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [ "Owner rail-rule narratives conflict; no eligibility from a photo. Current official page must be rechecked." ] }, { "id": "travel-input", "type": "input", "topic": "travel", "label": "Route, weight, carrier measurements", "description": "Route, weight, carrier measurements", "source_ids": [ "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "travel-action", "type": "action", "topic": "travel", "label": "Check official rules; prepare questions", "description": "Check official rules; prepare questions", "source_ids": [ "LEAD-002" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "travel-service", "type": "service", "topic": "travel", "label": "Carrier / relocation professional", "description": "Carrier / relocation professional", "source_ids": [ "MKT-027", "MKT-026" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "travel-data", "type": "data", "topic": "travel", "label": "Official airline page; no booking API tested", "description": "Official airline page; no booking API tested", "source_ids": [ "MKT-027", "MKT-026" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "travel-cost", "type": "cost", "topic": "travel", "label": "₹7,500/₹16,000 per sector plus tax", "description": "₹7,500/₹16,000 per sector plus tax", "source_ids": [ "MKT-027", "MKT-026" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "food-problem", "type": "problem", "topic": "food", "label": "Food budget and conflicting advice", "description": "Food budget and conflicting advice", "source_ids": [ "OWN-001", "OWN-003", "OWN-004", "OWN-005", "OWN-006", "OWN-007", "OWN-008", "OWN-018", "OWN-022", "OWN-030", "OWN-041", "OWN-042", "OWN-043", "OWN-049", "OWN-051", "OWN-052", "OWN-053" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "food-evidence", "type": "evidence", "topic": "food", "label": "Public owner accounts", "description": "17 coded selected units; partial rendered accounts, not prevalence.", "source_ids": [ "OWN-001", "OWN-003", "OWN-004", "OWN-005", "OWN-006", "OWN-007", "OWN-008", "OWN-018", "OWN-022", "OWN-030", "OWN-041", "OWN-042", "OWN-043", "OWN-049", "OWN-051", "OWN-052", "OWN-053" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [ "Home meals and premium food claims conflict; no diet or nutrition adequacy from appearance." ] }, { "id": "food-input", "type": "input", "topic": "food", "label": "Food labels, amounts and history", "description": "Food labels, amounts and history", "source_ids": [ "LEAD-008", "LEAD-010" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "food-action", "type": "action", "topic": "food", "label": "Organize cost history for a vet", "description": "Organize cost history for a vet", "source_ids": [ "LEAD-008", "LEAD-010" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "food-service", "type": "service", "topic": "food", "label": "Qualified nutrition consultation", "description": "Qualified nutrition consultation", "source_ids": [ "LEAD-008", "LEAD-010" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "food-data", "type": "data", "topic": "food", "label": "Owner records + WSAVA references", "description": "Owner records + WSAVA references", "source_ids": [ "LEAD-008", "LEAD-010" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "food-cost", "type": "cost", "topic": "food", "label": "Historical owner spends, no prescribed budget", "description": "Historical owner spends, no prescribed budget", "source_ids": [ "OWN-007", "OWN-005" ], "confidence": "medium", "gaps": [ "No real owner usability or professional validation." ], "contradictions": [] }, { "id": "openai-vision", "type": "data", "label": "OpenAI image API documented; not called", "description": "Future adapter only; host file transport differs from API Files. Local demo performs no vision.", "source_ids": [ "DAT-001", "DAT-002", "DAT-003" ], "gaps": [ "Credentials, consent/file lifecycle and host acceptance tests absent." ] }, { "id": "operating-cost", "type": "cost", "label": "₹11.625/base case — assumed future cost", "description": "INR token/retry/review/support planning model; no measured API bill. Local deterministic demo makes zero calls.", "source_ids": [ "MKT-039", "MKT-017" ], "gaps": [ "No measured tokens, demand, acquisition costs or negotiated partner compensation." ] } ], "edges": [ { "id": "grooming-problem-evidence", "from": "grooming-problem", "to": "grooming-evidence", "label": "Accounts describe this need", "evidence_type": "owner_report", "confidence": "medium", "topics": [ "grooming" ], "source_ids": [ "OWN-007", "OWN-018", "OWN-020", "OWN-022", "OWN-023", "OWN-026", "OWN-030", "OWN-047", "OWN-048", "OWN-052" ], "gaps": [ "Purposive selected sample; no prevalence or verified identity." ], "contradictions": [ "DIY bath/free pages are alternatives; OWN-047 reports good service while OWN-023 alleges injury." ] }, { "id": "grooming-evidence-input", "from": "grooming-evidence", "to": "grooming-input", "label": "Context selected to clarify need", "evidence_type": "design_inference", "confidence": "low", "topics": [ "grooming" ], "source_ids": [ "LEAD-002", "LEAD-009", "OWN-007", "OWN-018", "OWN-020", "OWN-022", "OWN-023", "OWN-026", "OWN-030", "OWN-047", "OWN-048", "OWN-052" ], "gaps": [ "Photo usefulness is inferred, not measured." ], "contradictions": [ "DIY bath/free pages are alternatives; OWN-047 reports good service while OWN-023 alleges injury." ] }, { "id": "grooming-input-action", "from": "grooming-input", "to": "grooming-action", "label": "Prepare cautiously from context", "evidence_type": "guidance_and_design", "confidence": "medium", "topics": [ "grooming" ], "source_ids": [ "LEAD-002", "LEAD-009" ], "gaps": [ "Local professional review pending; no photo diagnosis." ], "contradictions": [] }, { "id": "grooming-action-service", "from": "grooming-action", "to": "grooming-service", "label": "Owner-controlled professional handoff", "evidence_type": "design_inference", "confidence": "medium", "topics": [ "grooming" ], "source_ids": [ "DAT-021", "DAT-025", "LEAD-002", "LEAD-009", "MKT-001" ], "gaps": [ "No message/booking sent; credentials and dog suitability unknown." ], "contradictions": [] }, { "id": "grooming-service-data", "from": "grooming-service", "to": "grooming-data", "label": "Discovery and integration boundary", "evidence_type": "documentation_or_provider_claim", "confidence": "medium", "topics": [ "grooming" ], "source_ids": [ "DAT-021", "DAT-025", "MKT-001" ], "gaps": [ "Public pages do not grant API/reuse rights; live slots missing." ], "contradictions": [] }, { "id": "grooming-data-cost", "from": "grooming-data", "to": "grooming-cost", "label": "Displayed prices with scope", "evidence_type": "published_price_or_owner_report", "confidence": "medium", "topics": [ "grooming" ], "source_ids": [ "LEAD-011", "MKT-001" ], "gaps": [ "Final quote, inclusive costs and availability unknown." ], "contradictions": [] }, { "id": "training-problem-evidence", "from": "training-problem", "to": "training-evidence", "label": "Accounts describe this need", "evidence_type": "owner_report", "confidence": "medium", "topics": [ "training" ], "source_ids": [ "OWN-001", "OWN-002", "OWN-004", "OWN-007", "OWN-011", "OWN-016", "OWN-019", "OWN-025", "OWN-026", "OWN-027", "OWN-030", "OWN-035", "OWN-047", "OWN-051", "OWN-052" ], "gaps": [ "Purposive selected sample; no prevalence or verified identity." ], "contradictions": [ "Free videos helped OWN-051 but failed OWN-002; still photo cannot explain behaviour." ] }, { "id": "training-evidence-input", "from": "training-evidence", "to": "training-input", "label": "Context selected to clarify need", "evidence_type": "design_inference", "confidence": "low", "topics": [ "training" ], "source_ids": [ "LEAD-002", "LEAD-004", "LEAD-005", "OWN-001", "OWN-002", "OWN-004", "OWN-007", "OWN-011", "OWN-016", "OWN-019", "OWN-025", "OWN-026", "OWN-027", "OWN-030", "OWN-035", "OWN-047", "OWN-051", "OWN-052" ], "gaps": [ "Photo usefulness is inferred, not measured." ], "contradictions": [ "Free videos helped OWN-051 but failed OWN-002; still photo cannot explain behaviour." ] }, { "id": "training-input-action", "from": "training-input", "to": "training-action", "label": "Prepare cautiously from context", "evidence_type": "guidance_and_design", "confidence": "medium", "topics": [ "training" ], "source_ids": [ "LEAD-002", "LEAD-004", "LEAD-005" ], "gaps": [ "Local professional review pending; no photo diagnosis." ], "contradictions": [] }, { "id": "training-action-service", "from": "training-action", "to": "training-service", "label": "Owner-controlled professional handoff", "evidence_type": "design_inference", "confidence": "medium", "topics": [ "training" ], "source_ids": [ "DAT-018", "LEAD-002", "LEAD-004", "LEAD-005", "MKT-005", "MKT-020" ], "gaps": [ "No message/booking sent; credentials and dog suitability unknown." ], "contradictions": [] }, { "id": "training-service-data", "from": "training-service", "to": "training-data", "label": "Discovery and integration boundary", "evidence_type": "documentation_or_provider_claim", "confidence": "medium", "topics": [ "training" ], "source_ids": [ "DAT-018", "MKT-005", "MKT-020" ], "gaps": [ "Public pages do not grant API/reuse rights; live slots missing." ], "contradictions": [] }, { "id": "training-data-cost", "from": "training-data", "to": "training-cost", "label": "Displayed prices with scope", "evidence_type": "published_price_or_owner_report", "confidence": "medium", "topics": [ "training" ], "source_ids": [ "MKT-005", "MKT-020" ], "gaps": [ "Final quote, inclusive costs and availability unknown." ], "contradictions": [] }, { "id": "vet-problem-evidence", "from": "vet-problem", "to": "vet-evidence", "label": "Accounts describe this need", "evidence_type": "owner_report", "confidence": "medium", "topics": [ "vet" ], "source_ids": [ "OWN-001", "OWN-004", "OWN-007", "OWN-010", "OWN-018", "OWN-020", "OWN-022", "OWN-023", "OWN-026", "OWN-030", "OWN-031", "OWN-032", "OWN-036", "OWN-037", "OWN-038", "OWN-039", "OWN-040", "OWN-044", "OWN-051", "OWN-052" ], "gaps": [ "Purposive selected sample; no prevalence or verified identity." ], "contradictions": [ "Provider complaints and positive experiences differ by branch/procedure; no quality conclusion." ] }, { "id": "vet-evidence-input", "from": "vet-evidence", "to": "vet-input", "label": "Context selected to clarify need", "evidence_type": "design_inference", "confidence": "low", "topics": [ "vet" ], "source_ids": [ "LEAD-002", "LEAD-006", "LEAD-007", "OWN-001", "OWN-004", "OWN-007", "OWN-010", "OWN-018", "OWN-020", "OWN-022", "OWN-023", "OWN-026", "OWN-030", "OWN-031", "OWN-032", "OWN-036", "OWN-037", "OWN-038", "OWN-039", "OWN-040", "OWN-044", "OWN-051", "OWN-052" ], "gaps": [ "Photo usefulness is inferred, not measured." ], "contradictions": [ "Provider complaints and positive experiences differ by branch/procedure; no quality conclusion." ] }, { "id": "vet-input-action", "from": "vet-input", "to": "vet-action", "label": "Prepare cautiously from context", "evidence_type": "guidance_and_design", "confidence": "medium", "topics": [ "vet" ], "source_ids": [ "LEAD-002", "LEAD-006", "LEAD-007" ], "gaps": [ "Local professional review pending; no photo diagnosis." ], "contradictions": [] }, { "id": "vet-action-service", "from": "vet-action", "to": "vet-service", "label": "Owner-controlled professional handoff", "evidence_type": "design_inference", "confidence": "medium", "topics": [ "vet" ], "source_ids": [ "DAT-010", "DAT-015", "DAT-017", "LEAD-002", "LEAD-006", "LEAD-007" ], "gaps": [ "No message/booking sent; credentials and dog suitability unknown." ], "contradictions": [] }, { "id": "vet-service-data", "from": "vet-service", "to": "vet-data", "label": "Discovery and integration boundary", "evidence_type": "documentation_or_provider_claim", "confidence": "medium", "topics": [ "vet" ], "source_ids": [ "DAT-010", "DAT-015", "DAT-017" ], "gaps": [ "Public pages do not grant API/reuse rights; live slots missing." ], "contradictions": [] }, { "id": "vet-data-cost", "from": "vet-data", "to": "vet-cost", "label": "Displayed prices with scope", "evidence_type": "published_price_or_owner_report", "confidence": "medium", "topics": [ "vet" ], "source_ids": [ "MKT-002", "MKT-005" ], "gaps": [ "Final quote, inclusive costs and availability unknown." ], "contradictions": [] }, { "id": "boarding-problem-evidence", "from": "boarding-problem", "to": "boarding-evidence", "label": "Accounts describe this need", "evidence_type": "owner_report", "confidence": "medium", "topics": [ "boarding" ], "source_ids": [ "OWN-001", "OWN-010", "OWN-012", "OWN-013", "OWN-014", "OWN-015", "OWN-017", "OWN-024", "OWN-025", "OWN-027", "OWN-028", "OWN-029", "OWN-031", "OWN-033", "OWN-034", "OWN-037", "OWN-044", "OWN-049", "OWN-050" ], "gaps": [ "Purposive selected sample; no prevalence or verified identity." ], "contradictions": [ "Successful repeat boarding/home walker are existing alternatives; a portrait adds little." ] }, { "id": "boarding-evidence-input", "from": "boarding-evidence", "to": "boarding-input", "label": "Context selected to clarify need", "evidence_type": "design_inference", "confidence": "low", "topics": [ "boarding" ], "source_ids": [ "LEAD-002", "LEAD-005", "OWN-001", "OWN-010", "OWN-012", "OWN-013", "OWN-014", "OWN-015", "OWN-017", "OWN-024", "OWN-025", "OWN-027", "OWN-028", "OWN-029", "OWN-031", "OWN-033", "OWN-034", "OWN-037", "OWN-044", "OWN-049", "OWN-050" ], "gaps": [ "Photo usefulness is inferred, not measured." ], "contradictions": [ "Successful repeat boarding/home walker are existing alternatives; a portrait adds little." ] }, { "id": "boarding-input-action", "from": "boarding-input", "to": "boarding-action", "label": "Prepare cautiously from context", "evidence_type": "guidance_and_design", "confidence": "medium", "topics": [ "boarding" ], "source_ids": [ "LEAD-002", "LEAD-005" ], "gaps": [ "Local professional review pending; no photo diagnosis." ], "contradictions": [] }, { "id": "boarding-action-service", "from": "boarding-action", "to": "boarding-service", "label": "Owner-controlled professional handoff", "evidence_type": "design_inference", "confidence": "medium", "topics": [ "boarding" ], "source_ids": [ "DAT-024", "LEAD-002", "LEAD-005", "MKT-008", "MKT-009" ], "gaps": [ "No message/booking sent; credentials and dog suitability unknown." ], "contradictions": [] }, { "id": "boarding-service-data", "from": "boarding-service", "to": "boarding-data", "label": "Discovery and integration boundary", "evidence_type": "documentation_or_provider_claim", "confidence": "medium", "topics": [ "boarding" ], "source_ids": [ "DAT-024", "MKT-008", "MKT-009" ], "gaps": [ "Public pages do not grant API/reuse rights; live slots missing." ], "contradictions": [] }, { "id": "boarding-data-cost", "from": "boarding-data", "to": "boarding-cost", "label": "Displayed prices with scope", "evidence_type": "published_price_or_owner_report", "confidence": "medium", "topics": [ "boarding" ], "source_ids": [ "MKT-008", "MKT-009" ], "gaps": [ "Final quote, inclusive costs and availability unknown." ], "contradictions": [ "Successful repeat boarding/home walker are existing alternatives; a portrait adds little." ] }, { "id": "travel-problem-evidence", "from": "travel-problem", "to": "travel-evidence", "label": "Accounts describe this need", "evidence_type": "owner_report", "confidence": "medium", "topics": [ "travel" ], "source_ids": [ "OWN-005", "OWN-009", "OWN-010", "OWN-013", "OWN-017", "OWN-021", "OWN-029", "OWN-033", "OWN-044", "OWN-045", "OWN-046", "OWN-050" ], "gaps": [ "Purposive selected sample; no prevalence or verified identity." ], "contradictions": [ "Owner rail-rule narratives conflict; no eligibility from a photo. Current official page must be rechecked." ] }, { "id": "travel-evidence-input", "from": "travel-evidence", "to": "travel-input", "label": "Context selected to clarify need", "evidence_type": "design_inference", "confidence": "low", "topics": [ "travel" ], "source_ids": [ "LEAD-002", "OWN-005", "OWN-009", "OWN-010", "OWN-013", "OWN-017", "OWN-021", "OWN-029", "OWN-033", "OWN-044", "OWN-045", "OWN-046", "OWN-050" ], "gaps": [ "Photo usefulness is inferred, not measured." ], "contradictions": [ "Owner rail-rule narratives conflict; no eligibility from a photo. Current official page must be rechecked." ] }, { "id": "travel-input-action", "from": "travel-input", "to": "travel-action", "label": "Prepare cautiously from context", "evidence_type": "guidance_and_design", "confidence": "medium", "topics": [ "travel" ], "source_ids": [ "LEAD-002" ], "gaps": [ "Local professional review pending; no photo diagnosis." ], "contradictions": [] }, { "id": "travel-action-service", "from": "travel-action", "to": "travel-service", "label": "Owner-controlled professional handoff", "evidence_type": "design_inference", "confidence": "medium", "topics": [ "travel" ], "source_ids": [ "LEAD-002", "MKT-026", "MKT-027" ], "gaps": [ "No message/booking sent; credentials and dog suitability unknown." ], "contradictions": [] }, { "id": "travel-service-data", "from": "travel-service", "to": "travel-data", "label": "Discovery and integration boundary", "evidence_type": "documentation_or_provider_claim", "confidence": "medium", "topics": [ "travel" ], "source_ids": [ "MKT-026", "MKT-027" ], "gaps": [ "Public pages do not grant API/reuse rights; live slots missing." ], "contradictions": [] }, { "id": "travel-data-cost", "from": "travel-data", "to": "travel-cost", "label": "Displayed prices with scope", "evidence_type": "published_price_or_owner_report", "confidence": "medium", "topics": [ "travel" ], "source_ids": [ "MKT-026", "MKT-027" ], "gaps": [ "Final quote, inclusive costs and availability unknown." ], "contradictions": [] }, { "id": "food-problem-evidence", "from": "food-problem", "to": "food-evidence", "label": "Accounts describe this need", "evidence_type": "owner_report", "confidence": "medium", "topics": [ "food" ], "source_ids": [ "OWN-001", "OWN-003", "OWN-004", "OWN-005", "OWN-006", "OWN-007", "OWN-008", "OWN-018", "OWN-022", "OWN-030", "OWN-041", "OWN-042", "OWN-043", "OWN-049", "OWN-051", "OWN-052", "OWN-053" ], "gaps": [ "Purposive selected sample; no prevalence or verified identity." ], "contradictions": [ "Home meals and premium food claims conflict; no diet or nutrition adequacy from appearance." ] }, { "id": "food-evidence-input", "from": "food-evidence", "to": "food-input", "label": "Context selected to clarify need", "evidence_type": "design_inference", "confidence": "low", "topics": [ "food" ], "source_ids": [ "LEAD-008", "LEAD-010", "OWN-001", "OWN-003", "OWN-004", "OWN-005", "OWN-006", "OWN-007", "OWN-008", "OWN-018", "OWN-022", "OWN-030", "OWN-041", "OWN-042", "OWN-043", "OWN-049", "OWN-051", "OWN-052", "OWN-053" ], "gaps": [ "Photo usefulness is inferred, not measured." ], "contradictions": [ "Home meals and premium food claims conflict; no diet or nutrition adequacy from appearance." ] }, { "id": "food-input-action", "from": "food-input", "to": "food-action", "label": "Prepare cautiously from context", "evidence_type": "guidance_and_design", "confidence": "medium", "topics": [ "food" ], "source_ids": [ "LEAD-008", "LEAD-010" ], "gaps": [ "Local professional review pending; no photo diagnosis." ], "contradictions": [] }, { "id": "food-action-service", "from": "food-action", "to": "food-service", "label": "Owner-controlled professional handoff", "evidence_type": "design_inference", "confidence": "medium", "topics": [ "food" ], "source_ids": [ "LEAD-008", "LEAD-010" ], "gaps": [ "No message/booking sent; credentials and dog suitability unknown." ], "contradictions": [] }, { "id": "food-service-data", "from": "food-service", "to": "food-data", "label": "Discovery and integration boundary", "evidence_type": "documentation_or_provider_claim", "confidence": "medium", "topics": [ "food" ], "source_ids": [ "LEAD-008", "LEAD-010" ], "gaps": [ "Public pages do not grant API/reuse rights; live slots missing." ], "contradictions": [] }, { "id": "food-data-cost", "from": "food-data", "to": "food-cost", "label": "Displayed prices with scope", "evidence_type": "published_price_or_owner_report", "confidence": "medium", "topics": [ "food" ], "source_ids": [ "OWN-005", "OWN-007" ], "gaps": [ "Final quote, inclusive costs and availability unknown." ], "contradictions": [ "Home meals and premium food claims conflict; no diet or nutrition adequacy from appearance." ] }, { "id": "grooming-future-image", "from": "grooming-input", "to": "openai-vision", "label": "Future vision transport only", "evidence_type": "official_documentation", "confidence": "high", "topics": [ "grooming" ], "source_ids": [ "DAT-001", "DAT-002", "DAT-003" ], "gaps": [ "Not implemented or exercised; useful output and safety unvalidated." ], "contradictions": [ "Photo is optional; history or documents may matter more." ] }, { "id": "grooming-operating-cost", "from": "openai-vision", "to": "operating-cost", "label": "Assumed backend operating scenario", "evidence_type": "financial_assumption", "confidence": "low", "topics": [ "grooming" ], "source_ids": [ "MKT-039", "MKT-017" ], "gaps": [ "INR FX, token use, review rates and paid conversion are sensitivities." ], "contradictions": [ "Stress model loses money; expert review can dominate inference cost." ] }, { "id": "training-future-image", "from": "training-input", "to": "openai-vision", "label": "Future vision transport only", "evidence_type": "official_documentation", "confidence": "high", "topics": [ "training" ], "source_ids": [ "DAT-001", "DAT-002", "DAT-003" ], "gaps": [ "Not implemented or exercised; useful output and safety unvalidated." ], "contradictions": [ "Photo is optional; history or documents may matter more." ] }, { "id": "training-operating-cost", "from": "openai-vision", "to": "operating-cost", "label": "Assumed backend operating scenario", "evidence_type": "financial_assumption", "confidence": "low", "topics": [ "training" ], "source_ids": [ "MKT-039", "MKT-017" ], "gaps": [ "INR FX, token use, review rates and paid conversion are sensitivities." ], "contradictions": [ "Stress model loses money; expert review can dominate inference cost." ] }, { "id": "vet-future-image", "from": "vet-input", "to": "openai-vision", "label": "Future vision transport only", "evidence_type": "official_documentation", "confidence": "high", "topics": [ "vet" ], "source_ids": [ "DAT-001", "DAT-002", "DAT-003" ], "gaps": [ "Not implemented or exercised; useful output and safety unvalidated." ], "contradictions": [ "Photo is optional; history or documents may matter more." ] }, { "id": "vet-operating-cost", "from": "openai-vision", "to": "operating-cost", "label": "Assumed backend operating scenario", "evidence_type": "financial_assumption", "confidence": "low", "topics": [ "vet" ], "source_ids": [ "MKT-039", "MKT-017" ], "gaps": [ "INR FX, token use, review rates and paid conversion are sensitivities." ], "contradictions": [ "Stress model loses money; expert review can dominate inference cost." ] }, { "id": "boarding-future-image", "from": "boarding-input", "to": "openai-vision", "label": "Future vision transport only", "evidence_type": "official_documentation", "confidence": "high", "topics": [ "boarding" ], "source_ids": [ "DAT-001", "DAT-002", "DAT-003" ], "gaps": [ "Not implemented or exercised; useful output and safety unvalidated." ], "contradictions": [ "Photo is optional; history or documents may matter more." ] }, { "id": "boarding-operating-cost", "from": "openai-vision", "to": "operating-cost", "label": "Assumed backend operating scenario", "evidence_type": "financial_assumption", "confidence": "low", "topics": [ "boarding" ], "source_ids": [ "MKT-039", "MKT-017" ], "gaps": [ "INR FX, token use, review rates and paid conversion are sensitivities." ], "contradictions": [ "Stress model loses money; expert review can dominate inference cost." ] }, { "id": "travel-future-image", "from": "travel-input", "to": "openai-vision", "label": "Future vision transport only", "evidence_type": "official_documentation", "confidence": "high", "topics": [ "travel" ], "source_ids": [ "DAT-001", "DAT-002", "DAT-003" ], "gaps": [ "Not implemented or exercised; useful output and safety unvalidated." ], "contradictions": [ "Photo is optional; history or documents may matter more." ] }, { "id": "travel-operating-cost", "from": "openai-vision", "to": "operating-cost", "label": "Assumed backend operating scenario", "evidence_type": "financial_assumption", "confidence": "low", "topics": [ "travel" ], "source_ids": [ "MKT-039", "MKT-017" ], "gaps": [ "INR FX, token use, review rates and paid conversion are sensitivities." ], "contradictions": [ "Stress model loses money; expert review can dominate inference cost." ] }, { "id": "food-future-image", "from": "food-input", "to": "openai-vision", "label": "Future vision transport only", "evidence_type": "official_documentation", "confidence": "high", "topics": [ "food" ], "source_ids": [ "DAT-001", "DAT-002", "DAT-003" ], "gaps": [ "Not implemented or exercised; useful output and safety unvalidated." ], "contradictions": [ "Photo is optional; history or documents may matter more." ] }, { "id": "food-operating-cost", "from": "openai-vision", "to": "operating-cost", "label": "Assumed backend operating scenario", "evidence_type": "financial_assumption", "confidence": "low", "topics": [ "food" ], "source_ids": [ "MKT-039", "MKT-017" ], "gaps": [ "INR FX, token use, review rates and paid conversion are sensitivities." ], "contradictions": [ "Stress model loses money; expert review can dominate inference cost." ] } ], "sources": [ { "id": "OWN-001", "title": "Dog owners of India: How much does it cost to own a pet dog?", "url": "https://www.reddit.com/r/india/comments/qto04c/", "retrieved_at": "2026-10-06T06:24:19.856Z", "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." ], "supports": [ "Prospective owner asks total costs; owners describe food, care time, emergency reserves and difficult travel planning." ], "inspection_locator": "turn7view2: lines 17–83, 238–305", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/qto04c", "canonical_id": "OWN-001" }, { "id": "OWN-002", "title": "Dog Behaviourist/Trainer in Bangalore", "url": "https://www.reddit.com/r/bangalore/comments/13gew1k/", "retrieved_at": "2026-10-06T06:24:19.857Z", "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." ], "inspection_locator": "turn4view1: lines 19–185", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/13gew1k", "canonical_id": "OWN-002" }, { "id": "OWN-003", "title": "Looking for good Indian-made dog food options", "url": "https://www.reddit.com/r/IndianPets/comments/1r7uxg9/", "retrieved_at": "2026-10-06T06:24:19.857Z", "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." ], "inspection_locator": "turn1view3: lines 21–133", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1r7uxg9", "canonical_id": "OWN-003" }, { "id": "OWN-004", "title": "How to handle a dog as a first timer", "url": "https://www.reddit.com/r/IndianPets/comments/1he4z3r/", "retrieved_at": "2026-10-06T06:24:19.857Z", "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." ], "supports": [ "Student adopting a stray puppy needs feeding, toileting and alone-time help while away 9–5." ], "inspection_locator": "turn2view4: lines 21–123", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1he4z3r", "canonical_id": "OWN-004" }, { "id": "OWN-005", "title": "Best dog foods in India: budget 6k for 10–12kg", "url": "https://www.reddit.com/r/IndianPets/comments/1cpatdr/", "retrieved_at": "2026-10-06T06:24:19.857Z", "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.", "limitations": [ "Public anecdote; identity, spending and provider quality unverified.", "Only rendered post and visible selected replies inspected; not every comment." ], "supports": [ "Owner asks experience-led food choices under a pack budget and rejects unaffordable fresh-food daily cost." ], "inspection_locator": "turn2view5: lines 17–111; turn1view5 lines 248–255", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1cpatdr", "canonical_id": "OWN-005" }, { "id": "OWN-006", "title": "Fresh food options for my dog in Bangalore?", "url": "https://www.reddit.com/r/IndianPets/comments/1l35qsv/", "retrieved_at": "2026-10-06T06:24:19.857Z", "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.", "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": [ "Owner seeks nearby fresh meals after moving; recommendations include locations too far away and provider self-promotion." ], "inspection_locator": "turn1view6: lines 21–121", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1l35qsv", "canonical_id": "OWN-006" }, { "id": "OWN-007", "title": "Need some advice as a first-time dog owner.", "url": "https://www.reddit.com/r/IndianPets/comments/1rznmpj/", "retrieved_at": "2026-10-06T06:24:19.857Z", "published_at": null, "source_type": "public_owner_discussion", "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.", "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": [ "Puppy owner seeks lower-cost feeding and safe quantities; replies also describe handling difficulty at vets." ], "inspection_locator": "turn2view6: lines 23–103", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1rznmpj", "canonical_id": "OWN-007" }, { "id": "OWN-008", "title": "Dog owners of r/India, which kibble do you feed?", "url": "https://www.reddit.com/r/india/comments/11hn6om/", "retrieved_at": "2026-10-06T06:24:19.857Z", "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." ], "inspection_locator": "turn1view8: lines 17–88", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/11hn6om", "canonical_id": "OWN-008" }, { "id": "OWN-009", "title": "Traveling with my dog in Indian Railways (2026 Updated Rules)", "url": "https://www.reddit.com/r/IndianPets/comments/1s4xam8/", "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." ], "supports": [ "Owners struggle with coupe, certification and booking steps; expensive first-class travel creates safety/cost tradeoffs." ], "inspection_locator": "turn1view10: lines 21–118", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1s4xam8", "canonical_id": "OWN-009" }, { "id": "OWN-010", "title": "Dog Boarding", "url": "https://www.reddit.com/r/bangalore/comments/11wk6w1/", "retrieved_at": "2026-10-06T06:26:48.338Z", "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." ], "inspection_locator": "turn8view2", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/11wk6w1", "canonical_id": "OWN-010" }, { "id": "OWN-011", "title": "Dog trainer in south Bengaluru", "url": "https://www.reddit.com/r/Bengaluru/comments/1m3m3ou/", "retrieved_at": "2026-10-06T06:26:48.338Z", "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." ], "inspection_locator": "turn8view3", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1m3m3ou", "canonical_id": "OWN-011" }, { "id": "OWN-012", "title": "Trouble finding reliable pet boarding for Christmas", "url": "https://www.reddit.com/r/bangalore/comments/1grrw9k/", "retrieved_at": "2026-10-06T06:26:48.338Z", "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." ], "inspection_locator": "turn8view4", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1grrw9k", "canonical_id": "OWN-012" }, { "id": "OWN-013", "title": "Dog boarding in Bangalore?", "url": "https://www.reddit.com/r/bangalore/comments/qc57n0/", "retrieved_at": "2026-10-06T06:26:48.338Z", "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.", "limitations": [ "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." ], "inspection_locator": "turn8view5", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/qc57n0", "canonical_id": "OWN-013" }, { "id": "OWN-014", "title": "Pet boarding in Bangalore", "url": "https://www.reddit.com/r/bangalore/comments/1exudem/", "retrieved_at": "2026-10-06T06:26:48.338Z", "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." ], "inspection_locator": "turn8view6", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1exudem", "canonical_id": "OWN-014" }, { "id": "OWN-015", "title": "Need suggestions for dog boarding in Bengaluru", "url": "https://www.reddit.com/r/Bengaluru/comments/1jmmnnx/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": "2025-03-29", "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Bengaluru/HSR", "access": "inspected_partial", "summary": "Owner needs year-long boarding for vaccinated small dog due to housing circumstances.", "limitations": [ "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." ], "inspection_locator": "turn8view7", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1jmmnnx", "canonical_id": "OWN-015" }, { "id": "OWN-016", "title": "Dog trainers in Bangalore", "url": "https://www.reddit.com/r/bangalore/comments/wwmewu/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": "2022-08-24", "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "South Bengaluru/Rajarajeshwari Nagar", "access": "inspected_partial", "summary": "Puppy owner sees many trainer choices but cannot judge which are good.", "limitations": [ "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." ], "inspection_locator": "turn8view8", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/wwmewu", "canonical_id": "OWN-016" }, { "id": "OWN-017", "title": "Pet parents of Bengaluru, how do you travel?", "url": "https://www.reddit.com/r/bangalore/comments/16o64ke/", "retrieved_at": "2026-10-06T06:26:48.338Z", "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.", "limitations": [ "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." ], "inspection_locator": "turn8view9", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/16o64ke", "canonical_id": "OWN-017" }, { "id": "OWN-018", "title": "Dog parents of Bengaluru, monthly spending?", "url": "https://www.reddit.com/r/bangalore/comments/1bown2q/", "retrieved_at": "2026-10-06T06:26:48.338Z", "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." ], "inspection_locator": "turn8view10", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1bown2q", "canonical_id": "OWN-018" }, { "id": "OWN-019", "title": "Dog training quote 35k minimum—is it normal?", "url": "https://www.reddit.com/r/mumbai/comments/y1s4xo/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": "2022-10-12", "source_type": "public_owner_discussion", "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." ], "supports": [ "Owner challenges high quote; respondents report varying scope, prices and fake trainers." ], "inspection_locator": "turn14view0", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/y1s4xo", "canonical_id": "OWN-019" }, { "id": "OWN-020", "title": "Vet recommendations", "url": "https://www.reddit.com/r/PetParentsBangalore/comments/1rhavsn/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": "2026-02-28", "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Bengaluru", "access": "inspected_partial", "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." ], "inspection_locator": "turn14view1", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1rhavsn", "canonical_id": "OWN-020" }, { "id": "OWN-021", "title": "Pet Travel from Bangalore to Bagdogra?", "url": "https://www.reddit.com/r/IndianPets/comments/1tzzpo9/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Bengaluru–Bagdogra/NJP", "access": "inspected_partial", "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." ], "inspection_locator": "turn14view3", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1tzzpo9", "canonical_id": "OWN-021" }, { "id": "OWN-022", "title": "How much do you spend?", "url": "https://www.reddit.com/r/IndianPets/comments/1ky9eb2/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": "2025-05-29", "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "India; city unstated", "access": "inspected_partial", "summary": "New Golden Retriever owner finds bills accumulating and asks recurring cost and grooming frequency.", "limitations": [ "Public anecdote; identity, spending and provider quality unverified.", "Only rendered post and selected visible replies inspected." ], "supports": [ "New Golden Retriever owner finds bills accumulating and asks recurring cost and grooming frequency." ], "inspection_locator": "turn14view8", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1ky9eb2", "canonical_id": "OWN-022" }, { "id": "OWN-023", "title": "Pet Empire Shakti Nagar", "url": "https://www.reddit.com/r/delhi/comments/1u3vbix/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Delhi/Shakti Nagar", "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." ], "supports": [ "Owner alleges dogs injured during grooming and difficulty obtaining CCTV/accountability." ], "inspection_locator": "turn14view10", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1u3vbix", "canonical_id": "OWN-023" }, { "id": "OWN-024", "title": "Any good pet boarding in Delhi?", "url": "https://www.reddit.com/r/delhi/comments/1phhyvm/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": "2025-12-08", "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Delhi", "access": "inspected_partial", "summary": "Owner needs two to three days of boarding; another owner uses familiar dog walker staying at home.", "limitations": [ "Public anecdote; identity, spending and provider quality unverified.", "Only rendered post and selected visible replies inspected." ], "supports": [ "Owner needs two to three days of boarding; another owner uses familiar dog walker staying at home." ], "inspection_locator": "turn15view4", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1phhyvm", "canonical_id": "OWN-024" }, { "id": "OWN-025", "title": "Dog trainer in Delhi", "url": "https://www.reddit.com/r/IndianPets/comments/1cj70d8/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": "2024-05-03", "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Delhi/North Delhi", "access": "inspected_partial", "summary": "Adult GSD owner seeks trusted trainer/boarding or home visits for dog aggression.", "limitations": [ "Public anecdote; identity, spending and provider quality unverified.", "Only rendered post and selected visible replies inspected." ], "supports": [ "Adult GSD owner seeks trusted trainer/boarding or home visits for dog aggression." ], "inspection_locator": "turn15view5", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1cj70d8", "canonical_id": "OWN-025" }, { "id": "OWN-026", "title": "Guidance for first-time dog owner in Delhi", "url": "https://www.reddit.com/r/IndianPets/comments/1hez4d8/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Delhi", "access": "inspected_partial", "summary": "First-time owner needs practical care knowledge; commenters dispute whether ChatGPT can replace real experience.", "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 owner needs practical care knowledge; commenters dispute whether ChatGPT can replace real experience." ], "inspection_locator": "turn15view7", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1hez4d8", "canonical_id": "OWN-026" }, { "id": "OWN-027", "title": "Trustworthy dog boarding/sitter for a senior dog", "url": "https://www.reddit.com/r/pune/comments/1rqpfb6/", "retrieved_at": "2026-10-06T06:26:48.338Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Pune", "access": "inspected_partial", "summary": "Senior dog uncomfortable with other dogs needs individual attention, walks, updates and trial adjustment.", "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": [ "Senior dog uncomfortable with other dogs needs individual attention, walks, updates and trial adjustment." ], "inspection_locator": "turn15view8", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1rqpfb6", "canonical_id": "OWN-027" }, { "id": "OWN-028", "title": "Dog boarding in Hyderabad", "url": "https://www.reddit.com/r/hyderabad/comments/1iid6br/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Hyderabad", "access": "inspected_partial", "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." ], "supports": [ "Owner seeks first-hand boarding recommendations; respondents describe pre-visits, hygiene and home boarding." ], "inspection_locator": "turn21view0", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1iid6br", "canonical_id": "OWN-028" }, { "id": "OWN-029", "title": "Help needed—dog boarding", "url": "https://www.reddit.com/r/hyderabad/comments/1ipz1mg/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Hyderabad/LB Nagar", "access": "inspected_partial", "summary": "Owner has skipped family events over boarding anxiety; recognised options 20–30km away and friends unavailable.", "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." ], "supports": [ "Owner has skipped family events over boarding anxiety; recognised options 20–30km away and friends unavailable." ], "inspection_locator": "turn21view1", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1ipz1mg", "canonical_id": "OWN-029" }, { "id": "OWN-030", "title": "Zero pet experience: bringing home a puppy", "url": "https://www.reddit.com/r/hyderabad/comments/1wbzgsn/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Hyderabad", "access": "inspected_partial", "summary": "Prospective puppy owner requests actual experience of care time, temperature, feeding, expenses and choosing vets.", "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." ], "supports": [ "Prospective puppy owner requests actual experience of care time, temperature, feeding, expenses and choosing vets." ], "inspection_locator": "turn23view1", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1wbzgsn", "canonical_id": "OWN-030" }, { "id": "OWN-031", "title": "Need dog daycare for a day", "url": "https://www.reddit.com/r/hyderabad/comments/1d5px15/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Hyderabad/Tellapur", "access": "inspected_partial", "summary": "Family needs urgent daycare but encounters advance notice, female/heat exclusions and medical-certificate requirements.", "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." ], "supports": [ "Family needs urgent daycare but encounters advance notice, female/heat exclusions and medical-certificate requirements." ], "inspection_locator": "turn23view2", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1d5px15", "canonical_id": "OWN-031" }, { "id": "OWN-032", "title": "Affordable dog neutering; quote 16k for two", "url": "https://www.reddit.com/r/hyderabad/comments/1u1bt1i/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Hyderabad", "access": "inspected_partial", "summary": "Owner seeks safe lower-cost neutering and post-op care after private quote exceeds budget.", "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." ], "supports": [ "Owner seeks safe lower-cost neutering and post-op care after private quote exceeds budget." ], "inspection_locator": "turn23view3", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1u1bt1i", "canonical_id": "OWN-032" }, { "id": "OWN-033", "title": "Dog sitter or boarding services?", "url": "https://www.reddit.com/r/delhi/comments/1bw5tov/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": "2024-04-05", "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Delhi/Gurgaon", "access": "inspected_partial", "summary": "Prospective owner investigates trustworthy week-or-two boarding before getting a dog.", "limitations": [ "Public anecdote; identity, spending and provider quality unverified.", "Rendered post and selected replies inspected; not all comments." ], "supports": [ "Prospective owner investigates trustworthy week-or-two boarding before getting a dog." ], "inspection_locator": "turn24view2", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1bw5tov", "canonical_id": "OWN-033" }, { "id": "OWN-034", "title": "Where to leave dog in Delhi while on vacation?", "url": "https://www.reddit.com/r/IndianPets/comments/1ijpqls/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Delhi", "access": "inspected_partial", "summary": "Owner asks vacation care; peers recommend inspecting/trialling facilities and video updates, while disagreeing on affordability.", "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." ], "supports": [ "Owner asks vacation care; peers recommend inspecting/trialling facilities and video updates, while disagreeing on affordability." ], "inspection_locator": "turn24view4", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1ijpqls", "canonical_id": "OWN-034" }, { "id": "OWN-035", "title": "Dog trainers in house?", "url": "https://www.reddit.com/r/pune/comments/19dnqpp/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Pune", "access": "inspected_partial", "summary": "First-time family struggles with unpredictable aggression and considers rehoming after difficulty handling dog.", "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." ], "supports": [ "First-time family struggles with unpredictable aggression and considers rehoming after difficulty handling dog." ], "inspection_locator": "turn25view0", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/19dnqpp", "canonical_id": "OWN-035" }, { "id": "OWN-036", "title": "Complaint about Jeeva hospital in JP Nagar", "url": "https://www.reddit.com/r/bangalore/comments/1bc1bh6/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Bengaluru/JP Nagar", "access": "inspected_partial", "summary": "Public account alleges a puppy harmed during care without consent and conflicting instructions.", "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." ], "supports": [ "Public account alleges a puppy harmed during care without consent and conflicting instructions." ], "inspection_locator": "turn30view0", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1bc1bh6", "canonical_id": "OWN-036" }, { "id": "OWN-037", "title": "Vets specializing in orthopedic surgery?", "url": "https://www.reddit.com/r/bangalore/comments/17pmuzt/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Bengaluru", "access": "inspected_partial", "summary": "Community-dog carer seeks specialist surgery advice and recovery 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." ], "supports": [ "Community-dog carer seeks specialist surgery advice and recovery boarding." ], "inspection_locator": "turn30view1", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/17pmuzt", "canonical_id": "OWN-037" }, { "id": "OWN-038", "title": "Veterinarian for recurring dog ear infection", "url": "https://www.reddit.com/r/bangalore/comments/ubi9ny/", "retrieved_at": "2026-10-06T06:30:10.544Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Bengaluru/KR Puram", "access": "inspected_partial", "summary": "Owner wants reliable veterinarian for repeated ear problems and will travel for good care.", "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." ], "supports": [ "Owner wants reliable veterinarian for repeated ear problems and will travel for good care." ], "inspection_locator": "turn30view3", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/ubi9ny", "canonical_id": "OWN-038" }, { "id": "OWN-039", "title": "Vet recommendations for second opinion", "url": "https://www.reddit.com/r/bangalore/comments/m0ypqv/", "retrieved_at": "2026-10-06T06:30:10.545Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Bengaluru", "access": "inspected_partial", "summary": "Owner seeks second opinion after repeated tests and relapsing gastric symptoms without clear result.", "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." ], "supports": [ "Owner seeks second opinion after repeated tests and relapsing gastric symptoms without clear result." ], "inspection_locator": "turn32view1", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/m0ypqv", "canonical_id": "OWN-039" }, { "id": "OWN-040", "title": "Bengaluru clinic complaint and missed photo follow-up", "url": "https://www.reddit.com/r/IndianPets/comments/1taa0t4/", "retrieved_at": "2026-10-06T06:30:10.545Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Bengaluru/Banashankari", "access": "inspected_partial", "summary": "Owner alleges photo follow-up not reaching doctor and diagnostics unavailable after phone assurance.", "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." ], "supports": [ "Owner alleges photo follow-up not reaching doctor and diagnostics unavailable after phone assurance." ], "inspection_locator": "turn32view2", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1taa0t4", "canonical_id": "OWN-040" }, { "id": "OWN-041", "title": "Best budget foods for dog and cat", "url": "https://www.reddit.com/r/IndianPets/comments/1m2be7y/", "retrieved_at": "2026-10-06T06:30:10.545Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "India; city unstated", "access": "inspected_partial", "summary": "Adopter wants adequate affordable food for dog/cat when commonly recommended brands exceed budget.", "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." ], "supports": [ "Adopter wants adequate affordable food for dog/cat when commonly recommended brands exceed budget." ], "inspection_locator": "turn32view3", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1m2be7y", "canonical_id": "OWN-041" }, { "id": "OWN-042", "title": "Pet parents, is this brand worth price?", "url": "https://www.reddit.com/r/IndianPets/comments/1k4abq8/", "retrieved_at": "2026-10-06T06:30:10.545Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "India; city unstated", "access": "inspected_partial", "summary": "Two-dog owner asks real experience before adding premium HUFT kibble to homemade meals.", "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." ], "supports": [ "Two-dog owner asks real experience before adding premium HUFT kibble to homemade meals." ], "inspection_locator": "turn31view0", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1k4abq8", "canonical_id": "OWN-042" }, { "id": "OWN-043", "title": "Indian foods priced alongside international brands", "url": "https://www.reddit.com/r/IndianPets/comments/1mqav3i/", "retrieved_at": "2026-10-06T06:30:10.545Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "India", "access": "inspected_partial", "summary": "Owners question local brands' premium prices and whether research or dog preference should guide purchases.", "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." ], "supports": [ "Owners question local brands' premium prices and whether research or dog preference should guide purchases." ], "inspection_locator": "turn31view1", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1mqav3i", "canonical_id": "OWN-043" }, { "id": "OWN-044", "title": "One pet service India needs", "url": "https://www.reddit.com/r/IndianPets/comments/1i5loye/", "retrieved_at": "2026-10-06T06:30:10.545Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "India", "access": "inspected_partial", "summary": "Participants request dependable sitters, emergency help and accessible transport, despite existing apps.", "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." ], "supports": [ "Participants request dependable sitters, emergency help and accessible transport, despite existing apps." ], "inspection_locator": "turn33view3", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1i5loye", "canonical_id": "OWN-044" }, { "id": "OWN-045", "title": "Dog train travel experience", "url": "https://www.reddit.com/r/IndianPets/comments/1bzv4kq/", "retrieved_at": "2026-10-06T06:31:15.174Z", "published_at": "2024-04-09", "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Delhi–Bhubaneswar", "access": "inspected_partial", "summary": "Owner relocating Golden Retriever asks comfort, toileting and logistics on 24-hour rail journey.", "limitations": [ "Public anecdote; identity, spending and provider quality unverified.", "Rendered post and selected replies inspected; not all comments." ], "supports": [ "Owner relocating Golden Retriever asks comfort, toileting and logistics on 24-hour rail journey." ], "inspection_locator": "turn40view0", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1bzv4kq", "canonical_id": "OWN-045" }, { "id": "OWN-046", "title": "Pet inter-city travel", "url": "https://www.reddit.com/r/IndianPets/comments/1j744iq/", "retrieved_at": "2026-10-06T06:31:15.174Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Delhi–Bengaluru", "access": "inspected_partial", "summary": "Family worries published rail/air rules may differ from staff practice and final cabin approval.", "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": [ "Family worries published rail/air rules may differ from staff practice and final cabin approval." ], "inspection_locator": "turn40view1", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1j744iq", "canonical_id": "OWN-046" }, { "id": "OWN-047", "title": "Looking for groomers and trainers in Bangalore", "url": "https://www.reddit.com/r/AdoptDontShopIndia/comments/1uijg83/", "retrieved_at": "2026-10-06T06:31:15.174Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "Bengaluru", "access": "inspected_partial", "summary": "New city resident with dog and cat asks trainer/groomer recommendations.", "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": [ "New city resident with dog and cat asks trainer/groomer recommendations." ], "inspection_locator": "turn41view0", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1uijg83", "canonical_id": "OWN-047" }, { "id": "OWN-048", "title": "Home bathing versus professional groomer", "url": "https://www.reddit.com/r/IndianPets/comments/1ppj9da/", "retrieved_at": "2026-10-06T06:31:15.174Z", "published_at": null, "source_type": "public_owner_discussion", "platform": "Reddit", "geography": "India; respondent Bengaluru", "access": "inspected_partial", "summary": "Owner dislikes home-bathing mess/drying effort but cannot afford frequent salon baths and wants lower-cost DIY facility.", "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 dislikes home-bathing mess/drying effort but cannot afford frequent salon baths and wants lower-cost DIY facility." ], "inspection_locator": "turn41view1", "inspection_owner": "owners", "canonical_url": "https://www.reddit.com/comments/1ppj9da", "canonical_id": "OWN-048" }, { "id": "OWN-049", "title": "Dog boarding and sitting", "url": "https://www.reddit.com/r/Chennai/comments/14joju6/", "retrieved_at": "2026-10-06T06:31:15.174Z", "published_at": "2023-06-26", "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": "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-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-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-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-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-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-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-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-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-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-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-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": "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-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" } ] }