{"buyer_scenarios":[{"fit":"best_suited","scenario":"Teams refining positioning based on AI-generated category descriptions and recommendations ."},{"fit":"best_suited","scenario":"Competitive share-of-voice, prompt, citation, and source monitoring across multiple AI platforms (, -4)."},{"fit":"best_suited","scenario":"Teams that want recommendations and content actions connected to observed AI visibility gaps ."},{"fit":"best_suited","scenario":"Brands needing to monitor how their category is associated with them across ChatGPT, Perplexity, Gemini, Claude, Copilot, and other major LLMs (-1, -4)."}],"citations":{"source_mix":{"company_owned":15,"independent":32,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":12},"total_sources":48,"unique_domain_count":33},"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":["google","grok"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Product Positioning","subject":"AthenaHQ","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AthenaHQ","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"AthenaHQ","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"AthenaHQ","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"AthenaHQ","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"AthenaHQ","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/product-positioning/athenahq.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/product-positioning/athenahq","report_type":"fit_review","study_id":"AIMCI-STUDY-6C8CA4346EB2","title":"AthenaHQ 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.","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 17:14:12.952152+00","research_date":"2026-09-18","source_snapshot_sha256":"a709358940fca2103493d8845041ca2f1b49702e33475ffce46acba25eeb29c2","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":34,"qualified_finalists":10,"ranking_unit":"Research platform, intelligence provider, or advisory solution"},"schema_version":4,"summary":"AthenaHQ is a good fit for product and marketing teams that need prompt-level visibility into how major AI platforms describe their brand, compare competitors, and expose citation sources. Two of seven platforms named AthenaHQ during the ranking stage (google, grok), and it finished with an average listed rank of 4.5. The strongest reason to consider it is its Starter plan's direct alignment with AI-answer positioning intelligence: brand mention tracking, competitor share of voice, sentiment and framing analysis, source and citation intelligence, and content-gap actions across multiple AI…","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"}}