{"citations":{"source_mix":{"company_owned":19,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":9},"total_sources":44,"unique_domain_count":24},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Visibility Platforms for CMOs","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for CMOs","subject":"OtterlyAI","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"OtterlyAI","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","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,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"OtterlyAI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/cmos/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/cmos/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-2D5BBE9E8966","title":"OtterlyAI for AI Visibility Platforms for CMOs: 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":"2026-09-19 11:10:41.487603+00","research_date":"2026-09-19","source_snapshot_sha256":"3a4c6994c28d3551ec9e76bb6f0e26a00e69612faa6b06044586ac659378ce83","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"OtterlyAI is a good fit for CMOs who need practical, multi-engine AI visibility monitoring with prompt-level measurement, citation tracking, competitor benchmarking, and exportable reporting at transparent self-serve prices. Two of seven platforms named it during the ranking stage (google, openai), at an average listed rank of 6.0 and a best rank of 4. The strongest reason to consider it is daily prompt monitoring across core engines with citation and share-of-voice analysis that maps directly to CMO reporting needs. The main limitation is that full engine coverage requires paid add-ons,…","target_buyer":"CMOs and senior marketing leaders needing board-ready AI search visibility and competitive intelligence","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Multi-platform coverage","prompt tracking","recommendation and mention measurement","citation tracking","competitor benchmarking","historical trend reporting","and executive-ready dashboards"],"geography":"United States","slug":"best-ai-visibility-platforms-for-cmos","title":"Best AI Visibility Platforms for CMOs","use_case":"AI Visibility Platforms for CMOs"}}