{"citations":{"source_mix":{"company_owned":20,"independent":22,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":6},"total_sources":43,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Exterior House Painting Companies for Whole-Home Repaints","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"exterior house painting","subject":"360 Painting","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"360 Painting","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"360 Painting","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"360 Painting","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"360 Painting","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.25,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"360 Painting","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/siding-and-exterior-renovation/exterior-house-painting/360-painting.json","page_url":"https://homeimprovementconsensusindex.com/siding-and-exterior-renovation/exterior-house-painting/360-painting","report_type":"fit_review","study_id":"HICI-STUDY-15FC3166FF8D","title":"360 Painting Review for Whole-Home Repaints"},"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.","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":"Home Improvement Consensus 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":"2026-10-02 14:44:29.706406+00","research_date":"2026-10-02","source_snapshot_sha256":"b6f04f366bf088a2fdc37bda316d2f18ecb906cb732a8a8e5bcdf8ae1f69ad06","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":9,"ranking_unit":"Siding, decking, or exterior renovation contractor"},"schema_version":4,"summary":"360 Painting is a good but location-dependent fit for a homeowner repainting a full exterior. Four of the seven platforms in this study named it during the ranking stage, and its published exterior process directly addresses cleaning, scraping, sanding, priming, loose-element repair, coating selection, weather timing, final inspection, and a limited warranty. The strongest reason to consider it is that documented preparation steps align with what determines repaint longevity. The main limitation is that all work is franchisee-delivered: pricing, prep depth, coating products, crew quality,…","target_buyer":"A homeowner repainting the full exterior, where surface preparation and coating system decide how long it lasts.","topic":{"base_category":"Siding and Exterior Renovation","category_criteria":["surface preparation depth","coating system selection","prep of failing substrates","material range and durability","weather and moisture detailing","crew professionalism","project timeline","price transparency","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-exterior-house-painting-companies-for-whole-home-repaints","title":"Best Exterior House Painting Companies for Whole-Home Repaints","use_case":"exterior house painting"}}