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The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 13:49:09.106056+00","research_date":"2026-10-02","source_snapshot_sha256":"04d9f0802adfa352a54721f84163afab7bf01059fdd23a9b74fd083cb05b7230","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":6,"ranking_unit":"Siding, decking, or exterior renovation contractor"},"schema_version":4,"summary":"Across seven AI platforms asked one standardized question about stone veneer installation for a homeowner whose technical risk is the drainage plane and ledger support, Quality Stone Veneer is the consensus leader: it was named by 3 of 7 platforms (42.9%), with an average listed position of 1.33 and a best position of 1. Tuck GC is the strongest alternative for buyers who want a documented, project-specific drainage-and-flashing protocol and are located in Northern Virginia. APS Masonry Contracting is the best fit for Philadelphia-area buyers who need broad masonry, restoration, and…","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"}}