{"citations":{"source_mix":{"company_owned":28,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":3},"total_sources":36,"unique_domain_count":23},"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":["anthropic","deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"Senior Home Accessibility Renovations","subject":"Rebuilding Together","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Rebuilding Together","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Rebuilding Together","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Rebuilding Together","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","deepseek","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Rebuilding Together","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Rebuilding Together","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/home-safety/senior-home-accessibility-renovations/rebuilding-together.json","page_url":"https://aginginplaceindex.com/home-safety/senior-home-accessibility-renovations/rebuilding-together","report_type":"fit_review","study_id":"AIPI-STUDY-5DB90CB64C0E","title":"Rebuilding Together 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 08:55:53.524643+00","research_date":"2026-09-27","source_snapshot_sha256":"1d250c48dc3c45f9c2d812ab298977a4979d904df383be55cc6f421bab2c5797","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":8,"ranking_unit":"Home modification provider network"},"schema_version":4,"summary":"Rebuilding Together is a mixed fit for Senior Home Accessibility Renovations. Four of seven platforms named it during the ranking stage, and it finished first overall with an average listed rank of 3.5. Its strongest advantage is the Safe at Home program, which is described as providing no-cost accessibility modifications such as grab bars, ramps, and bathroom safety work to income-qualified homeowners (, , grok:). The main limitation is that delivery runs through independent local affiliates, so eligibility, scope, wait times, assessment credentials, pricing, and warranty coverage vary by…","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"}}