{"citations":{"source_mix":{"company_owned":18,"independent":14,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":21,"partial":5},"total_sources":34,"unique_domain_count":19},"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 Stone and Brick Veneer Installation Specialists","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","openai"],"predicate":"final_consensus_rank","qualifier":"stone veneer installation","subject":"Quality Stone Veneer","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Quality Stone Veneer","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Quality Stone Veneer","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Quality Stone Veneer","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Quality Stone Veneer","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.3333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Quality Stone Veneer","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/siding-and-exterior-renovation/stone-veneer-installation/quality-stone-veneer.json","page_url":"https://homeimprovementconsensusindex.com/siding-and-exterior-renovation/stone-veneer-installation/quality-stone-veneer","report_type":"fit_review","study_id":"HICI-STUDY-62C6C7D00779","title":"Quality Stone Veneer Review for stone veneer installation"},"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":"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 13:38:23.252774+00","research_date":"2026-10-02","source_snapshot_sha256":"29344372a4464cc3312bf159236c9892aa424c004f482eb6c3b5c7189417671f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":6,"ranking_unit":"Siding, decking, or exterior renovation contractor"},"schema_version":4,"summary":"Quality Stone Veneer is a good fit for a homeowner who wants one company to supply and install manufactured stone veneer, thin brick, or precast on a facade or feature wall, especially where built-in drainage matters. Three of the seven platforms that evaluated fit named it during the ranking stage (anthropic, google, openai), and it finished first overall with an average listed rank of 1.33. Its strongest asset is the Clip System, a mechanically fastened assembly with a 1/4-inch drainage cavity . The main limitation is thin independent evidence: public pricing is absent, the installation…","target_buyer":"A homeowner adding masonry veneer to a facade or feature wall, where drainage plane and ledger support are the technical risk.","topic":{"base_category":"Siding and Exterior Renovation","category_criteria":["drainage plane detailing","ledger and support design","mortar and joint finish","material range and durability","weather and moisture detailing","crew professionalism","project timeline","price transparency","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-stone-and-brick-veneer-installation-specialists","title":"Best Stone and Brick Veneer Installation Specialists","use_case":"stone veneer installation"}}