{"buyer_scenarios":[{"fit":"best_suited","scenario":"Buyers purchasing a primary residence with qualifying income at or below 80% of area median income and a credit score of at least 620 (, google:RMFTHBQUAL)"},{"fit":"best_suited","scenario":"Buyers with limited down payment savings who can use the 1% down structure and want to avoid a larger upfront cash requirement (grok:, )"},{"fit":"best_suited","scenario":"Current renters with strong payment history who may qualify for RentRewards closing cost credits (-1, -18)"},{"fit":"best_suited","scenario":"Buyers in one of the 21 metro areas reported for Purchase Plus (-13, -2)"},{"fit":"not_best_suited","scenario":"Rural or suburban buyers who need a USDA zero-down loan, because Rocket states it does not currently offer USDA loans (, -3, google:BANKRATEREVIEW)"},{"fit":"not_best_suited","scenario":"Buyers whose income exceeds 80% of area median income and who have limited down payment savings, since One+ is unavailable to them (-15, kimi:rocketoneplus2024)"},{"fit":"not_best_suited","scenario":"Buyers needing a loan above the reported $350,000 One+ maximum (, -8)"},{"fit":"not_best_suited","scenario":"Buyers who want face-to-face guidance from a local loan officer, since Rocket has no walk-in branches (google:BANKRATEREVIEW, google:BIREVIEW, deepseek)"}],"citations":{"source_mix":{"company_owned":22,"independent":38,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":6},"total_sources":60,"unique_domain_count":33},"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":["anthropic","deepseek","google","grok","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"first-time homebuyer loan guidance","subject":"Rocket Mortgage","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Rocket Mortgage","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Rocket Mortgage","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Rocket Mortgage","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Rocket Mortgage","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":"Rocket Mortgage","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/home-purchase-mortgage-lenders/first-time-homebuyer-loan-guidance/rocket-mortgage.json","page_url":"https://mortgageconsensusindex.com/home-purchase-mortgage-lenders/first-time-homebuyer-loan-guidance/rocket-mortgage","report_type":"fit_review","study_id":"MCI-STUDY-B76A85B3E1B2","title":"Rocket Mortgage 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 07:14:45.639911+00","research_date":"2026-09-29","source_snapshot_sha256":"b309cf1d2a8ffab15ec0e977aefd27a01bb8413593f5cc2b77eef75b852dc1bf","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Mortgage lender"},"schema_version":4,"summary":"Rocket Mortgage is a good, conditional fit for first-time homebuyer loan guidance. Six of seven platforms named it during the ranking stage (86% of included platform responses), with an average listed rank of 3.0 and a best rank of 1. Its strongest asset is the Rocket One+ program: a 1% borrower down payment plus a 2% Rocket contribution toward a conventional 3% down payment, paired with a large library of first-time-buyer education content (, , google:RMONEPLUSGUIDE). The main limitation is eligibility and cost opacity: One+ caps qualifying income at 80% of area median income, requires a…","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"}}