{"citations":{"source_mix":{"company_owned":15,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":4},"total_sources":40,"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 Market Intelligence Platforms for Product Positioning","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Product Positioning","subject":"Otterly","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Otterly","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Otterly","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Otterly","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Otterly","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Otterly","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.8,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Otterly","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/product-positioning/otterly.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/product-positioning/otterly","report_type":"fit_review","study_id":"AIMCI-STUDY-0BD682836FE5","title":"Otterly for AI Market Intelligence Platforms for Product Positioning: 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.","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 16:57:20.339366+00","research_date":"2026-09-18","source_snapshot_sha256":"14243677cb687cee2f8a851503b71aa4a24ec3e1672e2d9f5ca1862f15d5765a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":34,"qualified_finalists":10,"ranking_unit":"Research platform, intelligence provider, or advisory solution"},"schema_version":4,"summary":"Otterly is a good fit for product and marketing teams that need recurring evidence about how AI systems describe their brand, rank competitors, express sentiment, and cite sources — but it is a monitoring and evidence-generation layer, not a complete positioning-strategy system. Five of the seven platforms in this study named Otterly during the ranking stage, and fit ratings ranged from \"strong\" (grok) to \"weak\" (deepseek), with four platforms rating it \"good.\" The strongest reason to consider it is direct, low-friction tracking of AI-generated brand descriptions and competitor visibility…","target_buyer":"Product and marketing teams refining positioning around how AI systems describe their category","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Know which attributes AI platforms associate with each company","which use cases drive recommendations","what sources influence those descriptions","where competitors dominate","and which positioning gaps may exist"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-for-product-positioning","title":"Best AI Market Intelligence Platforms for Product Positioning","use_case":"AI Market Intelligence Platforms for Product Positioning"}}