{"citations":{"source_mix":{"company_owned":14,"independent":15,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":13,"partial":4},"total_sources":30,"unique_domain_count":23},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","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","kimi"],"predicate":"final_consensus_rank","qualifier":"Budget friendly roof replacement","subject":"Epic Roof Replacement","unit":"rank","value":4},{"claim_id":"claim-003","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}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Epic Roof Replacement","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/budget-roof-replacement/epic-roof-replacement.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/budget-roof-replacement/epic-roof-replacement","report_type":"fit_review","study_id":"HSCI-STUDY-999C5D7C7BB0","title":"Epic Roof Replacement Review for Cost-Conscious Homeowners"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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.","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":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Services Consensus Index cross-platform AI consensus analysis","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 18:03:32.286047+00","research_date":"2026-09-30","source_snapshot_sha256":"3efed7a623c8529e83aad9bbcc15771ffc4692b00b6c6b0b70cbf79251805bfb","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":5,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Epic Roof Replacement is a mixed fit for budget-friendly roof replacement. Two of the seven platforms in the ranking stage named it, and six of seven returned a usable fit assessment. The strongest reason to consider it is the Economy package with Malarkey Highlander® Cool shingles, advertised at $6.85 per square foot in one displayed pricing section and $6.15 in another, with complete tear-off, synthetic underlayment, and partial wood replacement included (openai:pricing, -5). The main limitation is that the advertised rate is not a confirmed all-in price: permits add a $250 processing fee…","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"}}