{"citations":{"source_mix":{"company_owned":29,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":5},"total_sources":49,"unique_domain_count":26},"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 Companies Overall","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 Audit Companies","subject":"TriRank","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"TriRank","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":"TriRank","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"TriRank","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"TriRank","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":"TriRank","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"TriRank","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/audit-companies/trirank.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/audit-companies/trirank","report_type":"fit_review","study_id":"AIMCI-STUDY-541A81DE9BB2","title":"TriRank for AI Search Audit Companies: 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 09:26:31.013729+00","research_date":"2026-09-18","source_snapshot_sha256":"58df2b684df2cc0b2eef3dc63e4c80b7219ed9dea763303e0b75d7964193ac44","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":46,"qualified_finalists":10,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"TriRank is a qualified but contested fit for AI Search Audit Companies. Two of the seven platforms that evaluated fit named TriRank during ranking discovery — DeepSeek (rank 4) and Kimi (rank 2) — giving it a 28.6% share of included platform responses and an average listed rank of 3.0. The strongest reason to consider it is the AEO / AI Visibility Audit, advertised at $399 one-time per site with 5–7 business-day delivery and evidence drawn from live AI answers, crawler rules, and schema . The main limitation is that public evidence is overwhelmingly company-owned, and platforms disagreed…","target_buyer":"Companies seeking AI Search Audit Companies across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Recommendations","mentions","citations","important prompts","competitor performance","citation architecture","influential source domains","content and authority gaps","and practical opportunities for improvement"],"geography":"United States","slug":"best-ai-search-audit-companies-overall","title":"Best AI Search Audit Companies Overall","use_case":"AI Search Audit Companies"}}