{"buyer_scenarios":[{"fit":"best_suited","scenario":"Teams needing competitor citation comparisons, citation-precision checks, influential source analysis, and prioritized content or authority actions (openai:citation1)."},{"fit":"best_suited","scenario":"Organizations that want a report and roadmap rather than a recurring software dashboard (openai:citation1)."},{"fit":"best_suited","scenario":"Publishers and review sites that need empirical proof of citation visibility rather than generic technical SEO checks ."},{"fit":"best_suited","scenario":"Teams that want to isolate LLM non-determinism through multi-run prompt testing ."}],"citations":{"source_mix":{"company_owned":20,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":17,"partial":7},"total_sources":24,"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 Audits for Publishers and Review Websites","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for Publishers and Review Websites","subject":"Revenue Experts AI","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Revenue Experts AI","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Revenue Experts AI","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Revenue Experts AI","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":"Revenue Experts AI","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Revenue Experts AI","unit":"platforms","value":1},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Revenue Experts AI","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Revenue Experts AI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/publisher-audits/revenue-experts-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/publisher-audits/revenue-experts-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-2D955F3F5C6E","title":"Revenue Experts AI for AI Search Audits for Publishers and Review Websites: 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 12:01:44.184959+00","research_date":"2026-09-18","source_snapshot_sha256":"7c534afc64ed809aa5e9524d901b5a19527d53eb7a6e177cfda2797d69865279","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":40,"qualified_finalists":10,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Revenue Experts AI is a qualified but conditional fit for publishers and review websites seeking a one-time AI citation audit. Two of seven platforms named it during ranking discovery (deepseek and kimi), both at rank 2, giving it a 28.6% share of included platform responses and an average listed rank of 2.0. The strongest reason to consider it is its citation-validation method: it opens every cited page and checks whether the page actually supports the AI-generated claim, rather than counting mentions (openai:citation1, -5). The main limitation is that the provider positions its methodology…","target_buyer":"Publishers and review websites that depend on source eligibility, citation visibility, and category authority","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-audits-for-publishers-and-review-websites","title":"Best AI Search Audits for Publishers and Review Websites","use_case":"AI Search Audits for Publishers and Review Websites"}}