{"citations":{"source_mix":{"company_owned":16,"independent":28,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":9},"total_sources":44,"unique_domain_count":28},"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":["anthropic","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Audit Companies","subject":"OtterlyAI","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","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":"OtterlyAI","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"OtterlyAI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"OtterlyAI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/audit-companies/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/audit-companies/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-76FB0810DE94","title":"OtterlyAI 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.","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 09:34:48.299818+00","research_date":"2026-09-18","source_snapshot_sha256":"66c7ef2464b0081257eba9a3c124cd2bc88f4d7a6f2cb80f5556e5c8caf44824","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":46,"qualified_finalists":10,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"OtterlyAI is a good fit for most companies buying an AI search audit, with two platforms rating it \"strong\" and four rating it \"good.\" Two of the seven platforms named OtterlyAI during the ranking stage, at ranks 3 and 4. The strongest reason to consider it is the GEO Audit, which independent reviewers repeatedly call the most detailed audit available at its price tier, combined with prompt-level mention, citation, and competitor tracking. The main limitation is that OtterlyAI monitors and recommends but does not create, rewrite, or publish content, so buyers need separate execution…","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"}}