{"citations":{"source_mix":{"company_owned":67,"independent":58,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":88,"partial":26},"total_sources":128,"unique_domain_count":68},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Budget Roof Replacement Companies for Cost-Conscious Homeowners","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"Budget friendly roof replacement","subject":"OpenbooQ","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OpenbooQ","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"Budget friendly roof replacement","subject":"Budget Roof","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Budget Roof","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"Budget friendly roof replacement","subject":"Erie Home","unit":"rank","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Erie Home","unit":"platforms","value":2},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"Budget friendly roof replacement","subject":"Epic Roof Replacement","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Epic Roof Replacement","unit":"platforms","value":2},{"claim_id":"claim-010","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"Budget friendly roof replacement","subject":"DirectCrews","unit":"rank","value":5},{"claim_id":"claim-011","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"DirectCrews","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"OpenbooQ","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":1,"best_rank":1,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Budget Roof","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":2.5,"best_rank":1,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"Erie Home","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":3.5,"best_rank":3,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Epic Roof Replacement","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":5.5,"best_rank":5,"entity_id":"entity-005","entity_type":"company","final_rank":5,"name":"DirectCrews","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/budget-roof-replacement.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/budget-roof-replacement","report_type":"best_of_index","study_id":"HSCI-STUDY-5B44DA0563CC","title":"Best Budget Roof Replacement Companies for Cost-Conscious Homeowners (2026)"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. 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 Services 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":"2026-09-30 18:02:50.977828+00","research_date":"2026-09-30","source_snapshot_sha256":"1c92a15d45298c1b2af19977cb5ffb4f17ff473e36adb2b42678d69148cf73e1","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":5,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"OpenbooQ is the consensus leader for budget-friendly roof replacement in this 7-platform AI study, named by 3 of 7 platforms (42.9%) at an average listed position of 3.0 and a best position of 1. Budget Roof ranks second (2 mentions, average 1.0), Erie Home third (2 mentions, average 2.5), Epic Roof Replacement fourth (2 mentions, average 3.5), and DirectCrews fifth (2 mentions, average 5.5). Each finalist serves a distinct buyer: OpenbooQ for Ohio and Texas homeowners wanting online flat-rate pricing with no deposit, Budget Roof for Colorado homeowners accepting two shingle colors, Erie…","target_buyer":"A homeowner who needs a functional roof replacement but has limited funds and is prioritizing the lowest reasonable total cost.","topic":{"base_category":"Roofing Services","category_criteria":["low cost without sacrificing safety","transparent flat pricing","value material options","financing availability","minimal upselling"],"geography":"United States","slug":"best-budget-roof-replacement-companies-for-cost-conscious-homeowners","title":"Best Budget Roof Replacement Companies for Cost-Conscious Homeowners","use_case":"Budget friendly roof replacement"}}