{"buyer_scenarios":[{"fit":"best_suited","scenario":"Want direct access to FICO scores, the score family mortgage lenders predominantly use . Experian provides FICO Score 8 on free and paid tiers ."},{"fit":"best_suited","scenario":"Are willing to pay for three-bureau coverage through CreditWorks Premium or IdentityWorks Premium ."},{"fit":"best_suited","scenario":"Want a free starting point to monitor one bureau before committing to a paid plan ."},{"fit":"best_suited","scenario":"Need dispute tools to clean up Experian report errors before applying ."},{"fit":"not_best_suited","scenario":"Require guaranteed access to mortgage-specific FICO Score 2, 4, and 5 versions. Platforms disagreed on whether CreditWorks Premium includes these . If this is a deal-breaker, verify before buying."},{"fit":"not_best_suited","scenario":"Need completely free three-bureau monitoring. The free tier covers only Experian . No free service covers all three bureaus with FICO scores ."},{"fit":"not_best_suited","scenario":"Want daily or real-time updates for all three bureaus. Equifax and TransUnion data updates monthly or quarterly on paid plans ."},{"fit":"not_best_suited","scenario":"Prefer transparent, stable pricing. Platform-reported prices ranged from $19.99 to $24.99/month, with Kimi estimating $10-20/month ."}],"citations":{"source_mix":{"company_owned":20,"independent":7,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":10},"total_sources":28,"unique_domain_count":14},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-07","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Credit Monitoring Services Before Applying for a Mortgage","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-07","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Pre-Mortgage Credit Monitoring","subject":"Experian","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-07","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Experian","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-07","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Experian","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-07","platform_support":["anthropic","deepseek","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Experian","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-07","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Experian","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.7142857142857144,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Experian","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-monitoring-scores/pre-mortgage-credit-monitoring/experian.json","page_url":"https://creditconsensusindex.com/credit-monitoring-scores/pre-mortgage-credit-monitoring/experian","report_type":"fit_review","study_id":"CCI-STUDY-A8809DB5CB22","title":"Experian for Credit Monitoring Services Before Applying for a Mortgage Review"},"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."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Credit 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":"2026-09-07 05:48:40.493148+00","research_date":"2026-09-07","source_snapshot_sha256":"875e3c3df58b1a96d5dd4e3400a67b95e3b93b45a067fc8bfb70fef6d8ab1eea","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":19,"qualified_finalists":10,"ranking_unit":"Credit monitoring or credit score service and subscription plan"},"schema_version":4,"summary":"Experian is a good-to-strong fit for Pre-Mortgage Credit Monitoring, ranking #2 of 7 platforms evaluated in the ranking stage, with all 7 platforms naming it (100% platform share). Its strongest advantage is direct access to FICO scores—the score family mortgage lenders predominantly use—plus three-bureau coverage on paid plans like CreditWorks Premium. The main limitation is score-model and pricing inconsistency: platforms disagreed on whether Experian provides mortgage-specific FICO Score 2, 4, and 5 versions, and reported prices ranged from $19.99 to $24.99 per month with some sources…","target_buyer":"Prospective mortgage borrowers who want to monitor lender-relevant scores, reports, and material credit changes before applying for a home loan","topic":{"base_category":"Credit monitoring & scores","category_criteria":["Mortgage-relevant score access","three-bureau report coverage","score-model transparency","alert speed","update frequency","planning tools","subscription cost"],"geography":"United States","slug":"best-credit-monitoring-services-before-applying-for-a-mortgage","title":"Best Credit Monitoring Services Before Applying for a Mortgage","use_case":"Pre-Mortgage Credit Monitoring"}}