{"citations":{"source_mix":{"company_owned":17,"independent":9,"unclear":4},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":11},"total_sources":30,"unique_domain_count":15},"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 Insulated Siding Brands and Installers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"insulated siding","subject":"Alside Prodigy Next-Generation Insulated Siding","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Alside Prodigy Next-Generation Insulated Siding","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Alside Prodigy Next-Generation Insulated Siding","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Alside Prodigy Next-Generation Insulated Siding","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Alside Prodigy Next-Generation Insulated Siding","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/siding-and-exterior-renovation/insulated-siding/alside-prodigy-next-generation-insulated-siding.json","page_url":"https://homeimprovementconsensusindex.com/siding-and-exterior-renovation/insulated-siding/alside-prodigy-next-generation-insulated-siding","report_type":"fit_review","study_id":"HICI-STUDY-08F2079EEDC1","title":"Alside Prodigy Next-Generation Insulated Siding Review for insulated siding"},"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 21:26:54.081131+00","research_date":"2026-10-02","source_snapshot_sha256":"9bfdcbfc20fe7d14edacebaff24fdc7946f95edfd3b8e5bdbc6b1c32f320c4e9","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":5,"ranking_unit":"Siding, decking, or exterior renovation contractor"},"schema_version":4,"summary":"Alside Prodigy Next-Generation insulated siding is a good fit for a homeowner re-cladding a house who wants a thick, rigid, one-piece foam-backed vinyl panel and accepts higher cost plus more demanding trim detailing. All 7 platforms named it during the ranking stage, and it finished first overall with an average listed rank of 2.0. The strongest reason to consider it is the integrated 1.5-inch EPS foam backing combined with long 16-foot-8-inch panels and a rigid interlocking design. The main limitation is verification: the accessible official product page does not state a numeric R-value,…","target_buyer":"A homeowner combining re-cladding with added wall insulation and comparing foam-backed systems on R-value and thickness.","topic":{"base_category":"Siding and Exterior Renovation","category_criteria":["R-value contribution","panel rigidity","thickness and trim implications","material range and durability","weather and moisture detailing","crew professionalism","project timeline","price transparency","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-insulated-siding-brands-and-installers","title":"Best Insulated Siding Brands and Installers","use_case":"insulated siding"}}