{"citations":{"source_mix":{"company_owned":13,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":4},"total_sources":21,"unique_domain_count":12},"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":["google","kimi"],"predicate":"final_consensus_rank","qualifier":"Pre-Mortgage Credit Monitoring","subject":"Aura","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-07","platform_support":["google","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Aura","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-07","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Aura","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-07","platform_support":["openai","anthropic","deepseek","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Aura","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Aura","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-monitoring-scores/pre-mortgage-credit-monitoring/aura.json","page_url":"https://creditconsensusindex.com/credit-monitoring-scores/pre-mortgage-credit-monitoring/aura","report_type":"fit_review","study_id":"CCI-STUDY-28A6E84B1D30","title":"Aura 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 05:50:29.354787+00","research_date":"2026-09-07","source_snapshot_sha256":"397b243f70c6122d8d3b49eda6b439fd798304510952fa4cfec3b818544e0a18","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":"Aura is a mixed fit for Pre-Mortgage Credit Monitoring. Two of seven AI platforms (Google and Kimi) named Aura during the ranking stage, giving it a platform share of 28.6%, an average listed rank of 4.0, and a best rank of 3. Six of seven platforms rated its fit as \"mixed,\" with only Perplexity rating it \"good.\" The strongest reason to consider Aura is its three-bureau credit monitoring with near-real-time alerts on all paid plans, which helps detect material credit changes before a mortgage application. The main limitation is that Aura provides VantageScore 3.0 scores, not the FICO…","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"}}