{"buyer_scenarios":[{"fit":"best_suited","scenario":"Consumers who want three-bureau monitoring rather than monitoring from only one bureau, because a new account or hard inquiry may appear on only one file initially"},{"fit":"best_suited","scenario":"Consumers who value authentic FICO scores—the scores most lenders actually use for mortgage, auto loan, and credit card decisions—alongside alerts"},{"fit":"best_suited","scenario":"Buyers preparing for major loan applications who need specific FICO Score versions (e.g., FICO 2, 4, 5 for mortgage lending) and want to monitor for unauthorized inquiries before applying"},{"fit":"best_suited","scenario":"Consumers who want identity-monitoring extras such as up to $1 million identity theft insurance and 24/7 restoration alongside credit alerts"},{"fit":"not_best_suited","scenario":"Buyers whose top priority is the fastest possible alert for every new account or hard inquiry. Publicly verified materials support daily monitoring, not guaranteed real-time alerting"},{"fit":"not_best_suited","scenario":"Consumers requiring documented real-time or minute-level alert guarantees. myFICO does not publish a universal alert-speed service level"},{"fit":"not_best_suited","scenario":"Price-sensitive buyers who only need basic inquiry or new-account notifications. At $29.95/month, the Advanced plan is more expensive than many basic monitoring options and may be overkill for users who only want…"},{"fit":"not_best_suited","scenario":"Buyers who want SMS-only or phone-call alerts for immediate notification. SMS is available but not prominently documented as a standard feature across all tiers"}],"citations":{"source_mix":{"company_owned":19,"independent":3,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":17,"partial":3},"total_sources":22,"unique_domain_count":8},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-09","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Credit Monitoring Services for Alerts About New Accounts and Hard Inquiries","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-09","platform_support":["deepseek","google","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"New Account & Hard Inquiry Alerts","subject":"myFICO","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-09","platform_support":["deepseek","google","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"myFICO","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-09","platform_support":["openai","anthropic","deepseek","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"myFICO","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-09","platform_support":["grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"myFICO","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.6,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"myFICO","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-monitoring-scores/new-account-hard-inquiry-alerts/myfico.json","page_url":"https://creditconsensusindex.com/credit-monitoring-scores/new-account-hard-inquiry-alerts/myfico","report_type":"fit_review","study_id":"CCI-STUDY-07C42CCB5DF4","title":"myFICO for Credit Monitoring Services for Alerts About New Accounts and Hard Inquiries 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":"2026-09-09 05:51:03.860386+00","research_date":"2026-09-09","source_snapshot_sha256":"0e4174dd76edac28835c00778c25cc063a23c8c5b446ec08907096edfda4e7bd","verification_scope":"public_verification"},"questions":[{"claims":["claim-002","claim-003","claim-004","claim-005"],"entities":["myFICO"],"id":"question-001","question":"What makes myFICO relevant to new-account and hard-inquiry alert monitoring?","section":"Why myFICO Qualified for This Study","section_id":"why-myfico-qualified-for-this-study"},{"id":"question-002","question":"Which specific product tier is the focus of this evaluation?","section":"Why myFICO Qualified for This Study","section_id":"why-myfico-qualified-for-this-study"},{"claims":["claim-002","claim-003","claim-004","claim-005"],"entities":["myFICO"],"id":"question-003","question":"What did the AI platforms consistently agree on regarding myFICO's alert capabilities?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"id":"question-004","question":"How strong was the consensus on three-bureau coverage?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"claims":["claim-002","claim-003","claim-004","claim-005"],"entities":["myFICO"],"id":"question-005","question":"Did the AI platforms agree on whether myFICO delivers fast alerts?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-006","question":"What pricing conflicts exist across the platform responses?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"claims":["claim-002","claim-003","claim-004","claim-005"],"entities":["myFICO"],"id":"question-007","question":"What specific alert features does myFICO offer for new accounts and hard inquiries?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"claims":["claim-002","claim-003","claim-004","claim-005"],"entities":["myFICO"],"id":"question-008","question":"How does myFICO's monitoring frequency affect alert timing?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-009","question":"What does the FICO Advanced plan cost per month?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-010","question":"What are the cancellation and renewal terms?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"claims":["claim-002","claim-003","claim-004","claim-005"],"entities":["myFICO"],"id":"question-011","question":"When should a buyer choose a different service over myFICO?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"},{"id":"question-012","question":"Which competitor capabilities might justify switching?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"}],"ranking":{"candidates_evaluated":24,"qualified_finalists":10,"ranking_unit":"Credit monitoring service and subscription plan"},"schema_version":4,"summary":"myFICO is a good but not unequivocal fit for consumers who want new-account and hard-inquiry alerts across all three major U.S. credit bureaus, particularly if they also value authentic FICO scores and detailed credit reports. Five of seven AI platforms named myFICO during the ranking stage, with an average listed rank of 4.6 and a best rank of 1. The strongest reason to consider myFICO is its three-bureau coverage of new accounts and hard inquiries combined with direct access to lender-relevant FICO scores. The main limitation is that myFICO's publicly documented monitoring cadence is once…","target_buyer":"Consumers who prioritize fast alerts when new credit accounts or hard inquiries appear on any of their credit files","topic":{"base_category":"Credit monitoring & scores","category_criteria":["New-account alert speed","hard-inquiry alert speed","three-bureau coverage","notification channels","report detail","identity-monitoring features","pricing"],"geography":"United States","slug":"best-credit-monitoring-services-for-alerts-about-new-accounts-and-hard-inquiries","title":"Best Credit Monitoring Services for Alerts About New Accounts and Hard Inquiries","use_case":"New Account & Hard Inquiry Alerts"}}