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facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":1.6666666666666667,"best_rank":1,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Revenue Experts AI","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":3,"best_rank":2,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"AthenaHQ","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":4.666666666666667,"best_rank":2,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"The Enough 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AI citation and authority building for AI Citation Audit Services: 7-Platform AI Consensus Index"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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":"2026-09-17 11:57:25.21955+00","research_date":"2026-09-17","source_snapshot_sha256":"8e25906fad9e88eb1122692f8df80e4c3295c1580c84c774c77ec30b00bf792d","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":9,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Profound is the consensus leader for AI Citation Audit Services in this 7-platform study, named by 3 of 7 platforms at an average listed position of 1.0 and a best position of 1. Revenue Experts AI, AthenaHQ, The Enough Agency, and OtterlyAI follow, each named by 3 platforms. BeCited, AuditAE, Semrush, and CiteScore qualified with 2 mentions each. The strongest alternatives for distinct buyer needs are Revenue Experts AI for one-time human-validated audits, AuditAE for pay-per-check low-commitment monitoring, BeCited for founder-reviewed fixed-fee audits, and Semrush for teams already inside…","target_buyer":"Companies seeking AI Citation Audit Services across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Prompt-level citation data","cited URL and domain analysis","citation architecture mapping","source-gap analysis","competitor benchmarking","historical tracking","and recommendation impact"],"geography":"United States","slug":"best-ai-citation-audit-services","title":"Best AI Citation Audit Services","use_case":"AI Citation Audit Services"}}