{"citations":{"source_mix":{"company_owned":126,"independent":132,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":204,"partial":34},"total_sources":260,"unique_domain_count":129},"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":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"Profound","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Profound","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"Semrush","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush","unit":"platforms","value":3},{"claim_id":"claim-006","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-007","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-008","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","google"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"AthenaHQ","unit":"rank","value":5},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AthenaHQ","unit":"platforms","value":2},{"claim_id":"claim-010","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"Ahrefs","unit":"rank","value":6},{"claim_id":"claim-011","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-012","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"optiseo","unit":"rank","value":7},{"claim_id":"claim-013","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"optiseo","unit":"platforms","value":2},{"claim_id":"claim-014","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"LLMAudit","unit":"rank","value":8},{"claim_id":"claim-015","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"LLMAudit","unit":"platforms","value":2},{"claim_id":"claim-016","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","google"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"Peec AI","unit":"rank","value":9},{"claim_id":"claim-017","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec AI","unit":"platforms","value":2},{"claim_id":"claim-018","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"Viali Visibility Tracker","unit":"rank","value":10},{"claim_id":"claim-019","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Viali Visibility Tracker","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":3.3333333333333335,"best_rank":2,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Semrush","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":1,"best_rank":1,"entity_id":"entity-003","entity_type":"company","final_rank":4,"name":"ViAudit","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":2,"best_rank":2,"entity_id":"entity-004","entity_type":"company","final_rank":5,"name":"AthenaHQ","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":3,"best_rank":1,"entity_id":"entity-005","entity_type":"company","final_rank":6,"name":"Ahrefs","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":3,"best_rank":2,"entity_id":"entity-006","entity_type":"company","final_rank":7,"name":"optiseo","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":5.5,"best_rank":1,"entity_id":"entity-007","entity_type":"company","final_rank":8,"name":"LLMAudit","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":5.5,"best_rank":5,"entity_id":"entity-008","entity_type":"company","final_rank":9,"name":"Peec AI","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":6,"best_rank":4,"entity_id":"entity-009","entity_type":"company","final_rank":10,"name":"Viali Visibility Tracker","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/visibility-audits.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/visibility-audits","report_type":"best_of_index","study_id":"AIMCI-STUDY-D57B57631998","title":"Best AI search audits and market intelligence for AI Visibility 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":"2026-09-18 09:25:22.651155+00","research_date":"2026-09-18","source_snapshot_sha256":"6a549a5932f18a994381260d2b87525d2a4335a0ec6a57e643c42b7df412df63","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":47,"qualified_finalists":9,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Profound is the consensus leader for AI Visibility Audit Services in this 7-platform study, named by 3 of 7 platforms (42.9%) at an average listed position of 2.0 and a best position of 1. Semrush ranks second on the same mention count with a weaker average position (3.33). For distinct buyer needs, ViAudit is the strongest alternative for recurring weekly multi-engine monitoring, AthenaHQ for credit-metered multi-model tracking with an action layer, Ahrefs for teams already inside the Ahrefs SEO ecosystem, and Peec AI for prompt-level citation and source-gap analysis. The study covered 7…","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"}}