{"citations":{"source_mix":{"company_owned":22,"independent":31,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":8},"total_sources":53,"unique_domain_count":29},"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 Mortgage Lenders for First-Time Homebuyers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"first-time homebuyer loan guidance","subject":"Fairway Independent Mortgage Corporation","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Fairway Independent Mortgage Corporation","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Fairway Independent Mortgage Corporation","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Fairway Independent Mortgage Corporation","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Fairway Independent Mortgage Corporation","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Fairway Independent Mortgage Corporation","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/home-purchase-mortgage-lenders/first-time-homebuyer-loan-guidance/fairway-independent-mortgage-corporation.json","page_url":"https://mortgageconsensusindex.com/home-purchase-mortgage-lenders/first-time-homebuyer-loan-guidance/fairway-independent-mortgage-corporation","report_type":"fit_review","study_id":"MCI-STUDY-B59068617BD9","title":"Fairway Independent Mortgage Corporation Review for First-Time Homebuyers"},"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.","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 07:35:07.518645+00","research_date":"2026-09-29","source_snapshot_sha256":"397d91afd3d1bec7188b04da99104a199d6e77574c821ffb2364eb565d19034b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Mortgage lender"},"schema_version":4,"summary":"Fairway Independent Mortgage Corporation is a mixed but potentially good fit for first-time homebuyer loan guidance. Three of seven platforms named it during the ranking stage, with an average listed rank of 5.0 and a best rank of 3. Its strongest case is a buyer who wants hands-on loan-officer guidance and qualifies for a confirmed assistance program, particularly the Fairway Community Access Program or agency options like HomeReady and Home Possible. The main limitation is that Community Access availability, current terms, and pricing are not publicly verified for 2026, and Fairway does…","target_buyer":"A first-time buyer with no prior mortgage experience who needs education and hand-holding through their first home purchase.","topic":{"base_category":"Home Purchase Mortgage Lenders","category_criteria":["first-time buyer program availability","educational support quality","flexible down payment options","loan officer guidance","closing cost assistance"],"geography":"United States","slug":"best-mortgage-lenders-for-first-time-homebuyers","title":"Best Mortgage Lenders for First-Time Homebuyers","use_case":"first-time homebuyer loan guidance"}}