{"citations":{"source_mix":{"company_owned":14,"independent":11,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":8},"total_sources":26,"unique_domain_count":21},"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","kimi"],"predicate":"final_consensus_rank","qualifier":"Budget friendly roof replacement","subject":"Budget Roof","unit":"rank","value":2},{"claim_id":"claim-003","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-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Budget Roof","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Budget Roof","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Budget Roof","unit":"platforms","value":4}],"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":2,"name":"Budget Roof","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/budget-roof-replacement/budget-roof.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/budget-roof-replacement/budget-roof","report_type":"fit_review","study_id":"HSCI-STUDY-DFA29BD61650","title":"Budget Roof 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.","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.","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_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 17:57:38.905402+00","research_date":"2026-09-30","source_snapshot_sha256":"20031f59c54dd33470e1633ba4d1440b8614ec6cbf41b226622b6cb896e9a2da","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":5,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Budget Roof is a mixed fit for budget friendly roof replacement. Two of seven platforms named it during the ranking stage, and both ranked it first, but the other five platforms either could not verify the company or found insufficient public evidence to rate it. The strongest reason to consider it is its streamlined full-roof model: aerial-measured online quoting, only two shingle colors, no insurance negotiation, and advertised 0% financing, all positioned as cost-reduction measures . The main limitation is that no platform verified actual installed pricing, financing terms, licensing,…","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"}}