{"citations":{"source_mix":{"company_owned":31,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":5},"total_sources":36,"unique_domain_count":12},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-03","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Exterior Renovation Contractors for Whole-Facade Curb Appeal Projects","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-03","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"facade curb appeal renovation","subject":"Innovative Home Concepts (IHC)","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-03","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Innovative Home Concepts (IHC)","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-03","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Innovative Home Concepts (IHC)","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-03","platform_support":["perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Innovative Home Concepts (IHC)","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-03","platform_support":["openai","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Innovative Home Concepts (IHC)","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-03","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Innovative Home Concepts (IHC)","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Innovative Home Concepts (IHC)","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/siding-and-exterior-renovation/facade-curb-appeal-renovation/innovative-home-concepts-ihc.json","page_url":"https://homeimprovementconsensusindex.com/siding-and-exterior-renovation/facade-curb-appeal-renovation/innovative-home-concepts-ihc","report_type":"fit_review","study_id":"HICI-STUDY-0E7C1E95D802","title":"Innovative Home Concepts (IHC) Review for Whole-Facade Curb Appeal Projects"},"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":"2026-10-03 00:36:38.267892+00","research_date":"2026-10-03","source_snapshot_sha256":"5a6d10cec61c3da3f71c4739b648d152470e9d8541b8a5e6aa57770b96135413","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":43,"qualified_finalists":6,"ranking_unit":"Siding, decking, or exterior renovation contractor"},"schema_version":4,"summary":"Innovative Home Concepts (IHC) is a mixed-to-good fit for facade curb appeal renovation, depending on where the home is located and whether exterior lighting is part of the scope. Two of seven platforms named IHC during the ranking stage (anthropic, kimi), and its average listed rank was 1.5 with a best rank of 1. The strongest reason to consider it is a single-contractor, single-project-manager scope covering roofing, siding, windows, gutters, soffit, fascia, and doors . The main limitation is geography: IHC operates from Crystal Lake, Illinois and serves McHenry County and surrounding…","target_buyer":"A homeowner preparing to sell who wants cladding, trim, entry and lighting addressed together as one coordinated facade upgrade.","topic":{"base_category":"Siding and Exterior Renovation","category_criteria":["coordinated multi-trade scope","design and material coherence","pre-sale timeline","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-renovation-contractors-for-whole-facade-curb-appeal-projects","title":"Best Exterior Renovation Contractors for Whole-Facade Curb Appeal Projects","use_case":"facade curb appeal renovation"}}