{"citations":{"source_mix":{"company_owned":14,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":2},"total_sources":24,"unique_domain_count":22},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Visibility Audit Services","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"ViAudit","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"ViAudit","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"ViAudit","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"ViAudit","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"ViAudit","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/visibility-audits/viaudit.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/visibility-audits/viaudit","report_type":"fit_review","study_id":"AIMCI-STUDY-F17BF462FC28","title":"ViAudit for AI Visibility Audit Services: AI Consensus Fit 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.","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":"AI Marketing 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":"2026-09-18 08:54:52.968839+00","research_date":"2026-09-18","source_snapshot_sha256":"480bef3c40b00cd8142a93b44efa770f6e70b0bf932de7f6b95eb0e757afa6aa","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":47,"qualified_finalists":9,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"ViAudit is a plausible but only partially verified fit for a U.S. marketing team buying AI Visibility Audit Services. Two of the seven platforms that evaluated fit named ViAudit during ranking discovery — Anthropic and Kimi — and both listed it at rank 1, giving it an average listed rank of 1.0. The strongest reason to consider it is its reported Agency Plan ($599/month), which combines seven-engine tracking, competitor share of voice, citation-source tracking, and a 25-factor GEO audit with prioritized fixes. The main limitation is evidence quality: ViAudit's official site failed to resolve…","target_buyer":"Marketing team seeking AI Visibility Audit Services across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Understand where the brand appears","which competitors outperform it","which prompts matter","where citations originate","how its citation architecture compares with competitors","and what should be prioritized next"],"geography":"United States","slug":"best-ai-visibility-audit-services","title":"Best AI Visibility Audit Services","use_case":"AI Visibility Audit Services"}}