{"citations":{"source_mix":{"company_owned":27,"independent":9,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":10},"total_sources":36,"unique_domain_count":14},"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","openai"],"predicate":"final_consensus_rank","qualifier":"exterior house painting","subject":"WOW 1 DAY PAINTING","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"WOW 1 DAY PAINTING","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"WOW 1 DAY PAINTING","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"WOW 1 DAY PAINTING","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"WOW 1 DAY PAINTING","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/siding-and-exterior-renovation/exterior-house-painting/wow-1-day-painting.json","page_url":"https://homeimprovementconsensusindex.com/siding-and-exterior-renovation/exterior-house-painting/wow-1-day-painting","report_type":"fit_review","study_id":"HICI-STUDY-BBA14B0A5DF7","title":"WOW 1 DAY 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.","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":"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 14:49:21.470825+00","research_date":"2026-10-02","source_snapshot_sha256":"eb3219b5d9f287a220de76f9e99c51603b623760ce39ec7de8adb2154d51fb32","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":9,"ranking_unit":"Siding, decking, or exterior renovation contractor"},"schema_version":4,"summary":"WOW 1 DAY PAINTING is a mixed fit for a whole-home exterior repaint where surface preparation depth and coating-system durability decide how long the finish lasts. Two of seven platforms named it during ranking discovery (deepseek, openai), and all seven platforms that evaluated it rated the fit mixed except kimi, which rated it weak. The strongest reason to consider it is speed: a coordinated crew model that markets one-day completion, a fixed-price estimate, and a stated two-year warranty. The main limitation is that public materials do not document a uniform exterior preparation protocol,…","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"}}