{"buyer_scenarios":[{"fit":"not_best_suited","scenario":"Consumers wanting three-bureau monitoring plus restoration in one package. IdentityWorks Premium aligns directly with post-identity-theft credit surveillance ."},{"fit":"not_best_suited","scenario":"Buyers who prefer an established credit bureau with credit-report, score, and identity monitoring in the same service ."},{"fit":"not_best_suited","scenario":"People willing to pay for premium coverage after a fraud event ."},{"fit":"not_best_suited","scenario":"Consumers who prefer Experian's own credit-data ecosystem and customer support ."}],"citations":{"source_mix":{"company_owned":14,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":10,"partial":7},"total_sources":19,"unique_domain_count":12},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Credit Monitoring Services After Identity Theft","unit":"platforms","value":5},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-08","platform_support":["grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Post-Identity-Theft Credit Monitoring","subject":"Experian","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-08","platform_support":["grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"Experian","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-08","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Experian","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-08","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Experian","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-08","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Experian","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Experian","platform_mentions":3,"platform_share":0.6}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-monitoring-scores/post-identity-theft-credit-monitoring/experian.json","page_url":"https://creditconsensusindex.com/credit-monitoring-scores/post-identity-theft-credit-monitoring/experian","report_type":"fit_review","study_id":"CCI-STUDY-5092F7F4DCBF","title":"Experian for Credit Monitoring Services After Identity Theft 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":5,"maximum_finalists":10,"minimum_mentions":2,"name":"Credit Consensus Index cross-platform AI consensus analysis","platforms_included":["deepseek","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":"2026-09-08 06:37:57.934319+00","research_date":"2026-09-08","source_snapshot_sha256":"b16ed1dba15a69d5b7f75a6837a2157a7809887bca461ae8d19b3cfd88c32f32","verification_scope":"public_verification"},"questions":[{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006"],"entities":["Experian"],"id":"question-001","question":"Which Experian plan should a theft victim actually buy?","section":"The Product, Model, Plan, or Service Most Relevant to Post-Identity-Theft Credit Monitoring","section_id":"the-product-model-plan-or-service-most-relevant-to-post-identity-theft-credit-monitoring"},{"id":"question-002","question":"What does the free or basic tier cover versus the paid tier?","section":"The Product, Model, Plan, or Service Most Relevant to Post-Identity-Theft Credit Monitoring","section_id":"the-product-model-plan-or-service-most-relevant-to-post-identity-theft-credit-monitoring"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006"],"entities":["Experian"],"id":"question-003","question":"Where did platforms converge on Experian's fit?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"id":"question-004","question":"Which features did multiple platforms independently highlight?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006"],"entities":["Experian"],"id":"question-005","question":"Which Experian facts could not be confirmed across platforms?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-006","question":"How much should buyers trust the $24.99/month price?","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","claim-006"],"entities":["Experian"],"id":"question-007","question":"What does Experian actually monitor after identity theft?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006"],"entities":["Experian"],"id":"question-008","question":"How does Experian handle recovery and restoration?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-009","question":"What will IdentityWorks Premium actually cost?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-010","question":"Are there cancellation or contract traps?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006"],"entities":["Experian"],"id":"question-011","question":"Who should seriously consider Experian after identity theft?","section":"Best Suited For","section_id":"best-suited-for"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006"],"entities":["Experian"],"id":"question-012","question":"What buyer profile matches Experian's strengths?","section":"Best Suited For","section_id":"best-suited-for"},{"id":"question-013","question":"Which buyers should look elsewhere?","section":"Probably Not Best Suited For","section_id":"probably-not-best-suited-for"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006"],"entities":["Experian"],"id":"question-014","question":"When does Experian's free tier fall short?","section":"Probably Not Best Suited For","section_id":"probably-not-best-suited-for"},{"id":"question-015","question":"Which competitors did platforms name as better for specific needs?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"},{"id":"question-016","question":"When should a buyer skip paid monitoring entirely?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"}],"ranking":{"candidates_evaluated":16,"qualified_finalists":10,"ranking_unit":"Credit monitoring and identity protection service plan"},"schema_version":4,"summary":"Experian is a good fit for Post-Identity-Theft Credit Monitoring, with three of five platforms that evaluated the use case naming it during the ranking stage. The strongest reason to consider Experian is its IdentityWorks Premium tier, which platforms describe as combining three-bureau credit monitoring with identity restoration support and up to $1 million in identity theft insurance. The main limitation is verification risk: platform responses conflict on current plan names, pricing, alert speed, and insurance terms, and company-owned sources outnumber independent ones. Buyers should…","target_buyer":"Consumers who have experienced identity theft or suspected credit fraud and want broad monitoring for suspicious new credit activity","topic":{"base_category":"Credit monitoring & scores","category_criteria":["Three-bureau monitoring","new-account and inquiry alerts","alert speed","identity monitoring breadth","recovery assistance","restoration support","insurance terms"],"geography":"United States","slug":"best-credit-monitoring-services-after-identity-theft","title":"Best Credit Monitoring Services After Identity Theft","use_case":"Post-Identity-Theft Credit Monitoring"}}