{"citations":{"source_mix":{"company_owned":20,"independent":27,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":8},"total_sources":47,"unique_domain_count":29},"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 Measurement and Strategy","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Measurement and Strategy","subject":"Otterly.AI","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Otterly.AI","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Otterly.AI","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Otterly.AI","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Otterly.AI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Otterly.AI","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/measurement-strategy/otterly-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/measurement-strategy/otterly-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-FCBC2E95BEFD","title":"Otterly.AI for AI Visibility Platforms for Measurement and Strategy: 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 15:19:28.189603+00","research_date":"2026-09-19","source_snapshot_sha256":"04804b36a6d5a25b1f908afb3378407ea5ee21835e77462f17bfbd494eedcc19","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":7,"ranking_unit":"Strategy, solution provider, or implementation partner"},"schema_version":4,"summary":"Otterly.AI is a good fit for companies that need recurring AI visibility measurement — brand mentions, citations, competitor benchmarking, and GEO audit recommendations — across major AI search engines. Five of seven platforms named it during the ranking stage, a 71% share, at an average listed rank of 4.4 (best rank 3). Its strongest case is breadth of measurement at a transparent entry price: daily prompt monitoring, citation and domain tracking, competitor share-of-voice views, and crawlability audits starting at $29/month. The main limitation is that the reviewed evidence is…","target_buyer":"Companies seeking AI Visibility Platforms for Measurement and Strategy across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation and citation tracking","competitor benchmarking","citation architecture analysis","source-gap identification","historical reporting","and an actionable GEO/AEO strategy"],"geography":"United States","slug":"best-ai-visibility-platforms-for-measurement-and-strategy","title":"Best AI Visibility Platforms for Measurement and Strategy","use_case":"AI Visibility Platforms for Measurement and Strategy"}}