{"buyer_scenarios":[{"fit":"best_suited","scenario":"CMOs benchmarking brand and competitor visibility across major AI search surfaces (, -1)."},{"fit":"best_suited","scenario":"Marketing teams measuring AI mentions, citations, estimated impressions, and AI share of voice (-9, -10)."},{"fit":"best_suited","scenario":"Organizations needing both broad market discovery through the AI Visibility Index and focused monitoring of priority buyer questions through Custom Prompts (, -6)."},{"fit":"best_suited","scenario":"Teams already using Ahrefs Site Explorer, Content Explorer, Site Audit, or reporting and API capabilities (, -13)."}],"citations":{"source_mix":{"company_owned":22,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":6},"total_sources":48,"unique_domain_count":29},"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":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Audit Services for CMOs","subject":"Ahrefs","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Ahrefs","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/cmo-audits/ahrefs.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/cmo-audits/ahrefs","report_type":"fit_review","study_id":"AIMCI-STUDY-CD15A0AC6118","title":"Ahrefs 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.","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 13:30:39.796168+00","research_date":"2026-09-18","source_snapshot_sha256":"f3e98b9f1591c4ca65b54e14a7ab4403c95bc8a91f82fd2724a3fe2afe3d30b0","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":50,"qualified_finalists":7,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Ahrefs is a qualified but incomplete fit for AI Search Audit Services for CMOs. Two of the seven included platforms named Ahrefs during ranking discovery, and its fit ratings split four \"good\" to two \"mixed\" across the platforms that assessed it. The strongest reason to consider it is Brand Radar's combination of a large search-backed prompt index, AI Share of Voice benchmarking, and cited-domain reporting inside an established SEO platform (, -3, -5). The main limitation is that Ahrefs supplies measurement and discovery data, not a managed, board-ready audit deliverable with a prioritized…","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"}}