{"citations":{"source_mix":{"company_owned":32,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":6},"total_sources":49,"unique_domain_count":26},"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":["openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Product Positioning","subject":"Ahrefs Brand Radar","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs Brand Radar","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs Brand Radar","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs Brand Radar","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Ahrefs Brand Radar","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Ahrefs Brand Radar","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/product-positioning/ahrefs-brand-radar.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/product-positioning/ahrefs-brand-radar","report_type":"fit_review","study_id":"AIMCI-STUDY-D7CF8F842AAA","title":"Ahrefs Brand Radar 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.","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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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 17:12:31.821957+00","research_date":"2026-09-18","source_snapshot_sha256":"57bf60eac78848f16db537ebbcea7452ff6627bffb05314319364698e1d4b927","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":34,"qualified_finalists":10,"ranking_unit":"Research platform, intelligence provider, or advisory solution"},"schema_version":4,"summary":"Ahrefs Brand Radar is a good fit for product and marketing teams that need measurable visibility into how AI systems mention brands, compare competitors, cite sources, and answer defined category or buying prompts. Two of seven platforms named it during the ranking stage, with an average listed rank of 4.5 and a best rank of 1. The strongest reason to consider it is direct monitoring of team-defined category, comparison, and recommendation prompts combined with cited-source reporting. The main limitation is that public documentation emphasizes visibility measurement and response monitoring…","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"}}