{"citations":{"source_mix":{"company_owned":16,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":21,"partial":8},"total_sources":31,"unique_domain_count":16},"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":["deepseek","google"],"predicate":"final_consensus_rank","qualifier":"Senior Home Accessibility Renovations","subject":"National Association of Home Builders CAPS Directory","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"National Association of Home Builders CAPS Directory","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"National Association of Home Builders CAPS Directory","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"National Association of Home Builders CAPS Directory","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-27","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"National Association of Home Builders CAPS Directory","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"National Association of Home Builders CAPS Directory","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/home-safety/senior-home-accessibility-renovations/national-association-of-home-builders-caps-directory.json","page_url":"https://aginginplaceindex.com/home-safety/senior-home-accessibility-renovations/national-association-of-home-builders-caps-directory","report_type":"fit_review","study_id":"AIPI-STUDY-59C48B719CA6","title":"National Association of Home Builders CAPS Directory 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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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 09:08:03.878821+00","research_date":"2026-09-27","source_snapshot_sha256":"0eeecb57cb274a224746f08d0f9b114723dd62ef38f3168132718ad9524fc3c8","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":8,"ranking_unit":"Home modification provider network"},"schema_version":4,"summary":"The National Association of Home Builders CAPS Directory is a good fit as a credential-based discovery and screening tool for Senior Home Accessibility Renovations, but it is not a turnkey renovation service. Two of the seven included platforms named it during the ranking stage — deepseek and google — giving it a 28.6% share of included platform responses, an average listed rank of 4.5, and a best listed rank of 2. Its strongest advantage is a searchable national directory of professionals who hold the Certified Aging-in-Place Specialist (CAPS) designation, a credential built around…","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"}}