{"citations":{"source_mix":{"company_owned":8,"independent":9,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":10,"partial":7},"total_sources":19,"unique_domain_count":11},"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 Stucco Repair and Replacement Contractors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"stucco repair","subject":"New Age Construction Group","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"New Age Construction Group","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"strong","subject":"New Age Construction Group","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"New Age Construction Group","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"New Age Construction Group","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"New Age Construction Group","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"New Age Construction Group","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/siding-and-exterior-renovation/stucco-repair/new-age-construction-group.json","page_url":"https://homeimprovementconsensusindex.com/siding-and-exterior-renovation/stucco-repair/new-age-construction-group","report_type":"fit_review","study_id":"HICI-STUDY-2FB0815C3A7F","title":"New Age Construction Group Review for stucco repair"},"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.","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 12:27:51.869538+00","research_date":"2026-10-02","source_snapshot_sha256":"c83c469709fc18a3697322927c5f1c373e6d04045a764737a537ae840a748604","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":50,"qualified_finalists":6,"ranking_unit":"Siding, decking, or exterior renovation contractor"},"schema_version":4,"summary":"New Age Construction Group is a mixed-to-good fit for a South Florida homeowner whose cracked, stained, or failing stucco may hide moisture or substrate damage. Two of the seven platforms in this study named it during the ranking stage (anthropic, kimi), and its best listed rank was No. 1. The strongest reason to consider it is an advertised cause-first service that diagnoses moisture intrusion, replaces corroded lath, re-stuccos, and color-matches and weather-seals the finish (, anthropic:cite31). The main limitation is that pricing, workmanship-warranty terms, and current license status…","target_buyer":"A homeowner with cracked, stained or failing stucco who needs the cause diagnosed before any recoating.","topic":{"base_category":"Siding and Exterior Renovation","category_criteria":["moisture intrusion diagnosis","lath and scratch coat work","texture and colour matching","material range and durability","weather and moisture detailing","crew professionalism","project timeline","price transparency","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-stucco-repair-and-replacement-contractors","title":"Best Stucco Repair and Replacement Contractors","use_case":"stucco repair"}}