{"citations":{"source_mix":{"company_owned":29,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":2},"total_sources":36,"unique_domain_count":11},"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 Search Audit Services for CMOs","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok"],"predicate":"final_consensus_rank","qualifier":"AI Search Audit Services for CMOs","subject":"O8","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"O8","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"O8","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"O8","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"O8","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"O8","unit":"platforms","value":2}],"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":"O8","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/cmo-audits/o8.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/cmo-audits/o8","report_type":"fit_review","study_id":"AIMCI-STUDY-749D5EEE899D","title":"O8 for AI Search Audit Services for CMOs: 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.","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 13:28:30.156776+00","research_date":"2026-09-18","source_snapshot_sha256":"3dcfba1efd9fc78515b3aab5dbe4cb35f37dc23b11666f83911c1da5db48784f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":50,"qualified_finalists":7,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"O8 is a good fit for CMOs who need a fixed-fee, evidence-based AI search diagnosis with competitor citation comparisons, source-domain analysis, and a prioritized action roadmap — and who accept that the public methodology is not fully disclosed. Two of seven platforms named O8 during ranking discovery (google, grok), giving it a 28.6% share of included platform responses, an average listed rank of 5.0, and a best listed rank of 2. The strongest reason to consider O8 is its productized audit-and-roadmap offer with published entry pricing. The main limitation is that public evidence is…","target_buyer":"CMOs and senior marketing leaders needing board-ready AI search visibility and competitive intelligence","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Recommendation analysis","mention and citation measurement","competitor benchmarking","influential source-domain analysis","content and authority gaps","and prioritized improvement roadmap"],"geography":"United States","slug":"best-ai-search-audit-services-for-cmos","title":"Best AI Search Audit Services for CMOs","use_case":"AI Search Audit Services for CMOs"}}