{"citations":{"source_mix":{"company_owned":25,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":7},"total_sources":45,"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 GEO Audit Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"GEO Audit Companies","subject":"OtterlyAI","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":3},{"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":6.666666666666667,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"OtterlyAI","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/geo-audit-companies/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/geo-audit-companies/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-FCF1B77A6887","title":"OtterlyAI for GEO 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 10:03:22.469044+00","research_date":"2026-09-18","source_snapshot_sha256":"96bd6ef3e2683c69380bc6c7ecb9af62d828ddc6df899f6b067ed7b65a8f2922","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":50,"qualified_finalists":10,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"OtterlyAI is a good fit for companies that want a software-led GEO audit and recurring AI-search visibility monitoring rather than a done-for-you consultancy. Three of the seven platforms in this study named OtterlyAI during the ranking stage, at an average listed rank of 6.7 and a best rank of 3. Its strongest reason to consider it is the combination of a dedicated GEO Audit (crawlability, content readiness, query fan-out) with citation, competitor, and prompt monitoring at a transparent $29/month entry price. The main limitation is that public evidence is predominantly company-owned, and…","target_buyer":"Companies seeking GEO Audit Companies across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["First-party content","third-party authority","citation architecture","competitor visibility","source gaps","prompt opportunities","and practical GEO priorities"],"geography":"United States","slug":"best-geo-audit-companies","title":"Best GEO Audit Companies","use_case":"GEO Audit Companies"}}