{"citations":{"source_mix":{"company_owned":33,"independent":9,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":9},"total_sources":42,"unique_domain_count":15},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Online Refinance Lenders for Fast Rate Quotes and Closing","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"Fast digital refinance process to lock in a rate","subject":"Rate (Guaranteed Rate)","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Rate (Guaranteed Rate)","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Rate (Guaranteed Rate)","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Rate (Guaranteed Rate)","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Rate (Guaranteed Rate)","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Rate (Guaranteed Rate)","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.4,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Rate (Guaranteed Rate)","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/mortgage-refinance-lenders/fast-online-refinance/rate-guaranteed-rate.json","page_url":"https://mortgageconsensusindex.com/mortgage-refinance-lenders/fast-online-refinance/rate-guaranteed-rate","report_type":"fit_review","study_id":"MCI-STUDY-288CABDCD795","title":"Rate (Guaranteed Rate) Review for Fast Rate Quotes and Closing"},"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.","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":"Mortgage 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":"2026-09-29 15:49:39.570802+00","research_date":"2026-09-29","source_snapshot_sha256":"1283354626032507f018fd9c467a017854ee3aa69bd9e9e10652bc4e45f7834c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":23,"qualified_finalists":7,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"Rate (Guaranteed Rate) is a good fit for a fast digital refinance process to lock in a rate, with one platform rating it strong and four rating it good, but the fit is conditional rather than guaranteed. Five of seven platforms named Rate during the ranking stage, with an average listed rank of 5.4 and a best rank of 2. The strongest reason to consider it is the combination of Same Day Mortgage/FastTrack underwriting (approval targeted within one business day) and FlashClose digital or hybrid closing. The main limitation is that Rate's own disclosures state it cannot guarantee approval or a…","target_buyer":"A homeowner who wants to complete the entire refinance process digitally and close as quickly as possible to capture a favorable rate window.","topic":{"base_category":"Mortgage Refinance Lenders","category_criteria":["online application speed","digital document upload experience","rate lock turnaround time","overall closing timeline"],"geography":"United States","slug":"best-online-refinance-lenders-for-fast-rate-quotes-and-closing","title":"Best Online Refinance Lenders for Fast Rate Quotes and Closing","use_case":"Fast digital refinance process to lock in a rate"}}