{"citations":{"source_mix":{"company_owned":20,"independent":12,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":8},"total_sources":35,"unique_domain_count":14},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Deck Building and Replacement Contractors","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","openai"],"predicate":"final_consensus_rank","qualifier":"deck construction","subject":"Archadeck","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Archadeck","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Archadeck","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Archadeck","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Archadeck","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Archadeck","platform_mentions":4,"platform_share":0.6666666666666666}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/siding-and-exterior-renovation/deck-construction/archadeck.json","page_url":"https://homeimprovementconsensusindex.com/siding-and-exterior-renovation/deck-construction/archadeck","report_type":"fit_review","study_id":"HICI-STUDY-5E97BDBC58D5","title":"Archadeck Review for deck construction"},"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.","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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Improvement Consensus Index cross-platform AI consensus analysis","platforms_included":["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 16:02:15.985335+00","research_date":"2026-10-02","source_snapshot_sha256":"4f140c2520bb6c2677d1fc56e4e05d357e36924bdaa8d32295f23292cbad523f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":2,"ranking_unit":"Siding, decking, or exterior renovation contractor"},"schema_version":4,"summary":"Archadeck is a good but location-dependent fit for deck construction, specifically for homeowners building or replacing a raised deck where footings, ledger attachment, and railing code compliance govern safety. Four of the six included platforms named Archadeck during the ranking stage, and it ranked first on all four. The strongest reason to consider it is a full-service design-build model that bundles blueprints, zoning review, permit handling, construction, and a written one-year workmanship and five-year structural warranty. The main limitation is franchise variability: no reviewed…","target_buyer":"A homeowner building or replacing a raised deck, where footings, ledger attachment and railing code compliance govern safety.","topic":{"base_category":"Siding and Exterior Renovation","category_criteria":["footing and ledger engineering","railing code compliance","permit handling","material range and durability","weather and moisture detailing","crew professionalism","project timeline","price transparency","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-deck-building-and-replacement-contractors","title":"Best Deck Building and Replacement Contractors","use_case":"deck construction"}}