{"citations":{"source_mix":{"company_owned":14,"independent":9,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":5},"total_sources":24,"unique_domain_count":11},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Home Modification Services for Seniors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok","openai"],"predicate":"final_consensus_rank","qualifier":"Senior Home Accessibility Renovations","subject":"ADAHOMEFinder","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"ADAHOMEFinder","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"ADAHOMEFinder","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","deepseek","grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"ADAHOMEFinder","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-27","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"weak","subject":"ADAHOMEFinder","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-27","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"ADAHOMEFinder","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"ADAHOMEFinder","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/home-safety/senior-home-accessibility-renovations/adahomefinder.json","page_url":"https://aginginplaceindex.com/home-safety/senior-home-accessibility-renovations/adahomefinder","report_type":"fit_review","study_id":"AIPI-STUDY-F76E6C0E4211","title":"ADAHOMEFinder Review for Seniors"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Aging in Place Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-27 09:05:03.869988+00","research_date":"2026-09-27","source_snapshot_sha256":"684c0e9f67e971b862defcf3cda24e8b4f7b8390717c5b0911d18675f0626a57","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":8,"ranking_unit":"Home modification provider network"},"schema_version":4,"summary":"ADAHOMEFinder is a mixed fit for Senior Home Accessibility Renovations. Two of seven platforms named it during the ranking stage, and it finished eighth overall with an average listed rank of 4.5. Its strongest asset is scale: a free, searchable national directory of CAPS-designated aging-in-place professionals with ZIP-code and service filters and free quote requests (, -1). Its main limitation is structural: ADAHOMEFinder is a directory, not a contractor. It does not perform assessments, execute remodels, supervise projects, or back workmanship with a platform warranty, and its own terms…","target_buyer":"Homeowners planning professional home safety assessments and structural accessibility remodels for aging in place","topic":{"base_category":"Home safety","category_criteria":["Certified Aging-in-Place Specialist (CAPS) credentials","assessment quality","project execution","pricing transparency","warranty coverage"],"geography":"United States","slug":"best-home-modification-services-for-seniors","title":"Best Home Modification Services for Seniors","use_case":"Senior Home Accessibility Renovations"}}