{"citations":{"source_mix":{"company_owned":33,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":6},"total_sources":50,"unique_domain_count":19},"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 Refinance Lenders for Removing PMI on Conventional Loans","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","openai"],"predicate":"final_consensus_rank","qualifier":"Refinancing specifically to eliminate private mortgage insurance","subject":"Freedom Mortgage","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Freedom Mortgage","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Freedom Mortgage","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","grok","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Freedom Mortgage","unit":"platforms","value":3}],"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":6,"name":"Freedom Mortgage","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/mortgage-refinance-lenders/pmi-removal-refinance/freedom-mortgage.json","page_url":"https://mortgageconsensusindex.com/mortgage-refinance-lenders/pmi-removal-refinance/freedom-mortgage","report_type":"fit_review","study_id":"MCI-STUDY-F4B8FF6705F3","title":"Freedom Mortgage Review for Removing PMI on Conventional Loans"},"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 15:13:22.453009+00","research_date":"2026-09-29","source_snapshot_sha256":"3b3cd4cca9f754ecd57f6993fe0ac5045f2b94efb9b627fa39d61368e9008c88","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":8,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"Freedom Mortgage is a mixed fit for refinancing specifically to eliminate private mortgage insurance. Two of seven platforms named it during ranking discovery, at an average listed rank of 3.5 and a best rank of 3. The strongest reason to consider it: Freedom Mortgage publicly markets conventional rate-and-term refinancing and states that mortgage insurance is not required with 20% equity, and it describes appraisal-based LTV analysis for PMI purposes (, -11, ). The main limitation: no platform verified a Freedom-specific PMI-removal threshold beyond the general 20% standard, a guaranteed…","target_buyer":"A conventional loan borrower who has crossed an equity threshold and wants to refinance specifically to stop paying private mortgage insurance.","topic":{"base_category":"Mortgage Refinance Lenders","category_criteria":["PMI removal threshold flexibility","appraisal cost and process","resulting rate impact","LTV calculation methodology"],"geography":"United States","slug":"best-refinance-lenders-for-removing-pmi-on-conventional-loans","title":"Best Refinance Lenders for Removing PMI on Conventional Loans","use_case":"Refinancing specifically to eliminate private mortgage insurance"}}