{"citations":{"source_mix":{"company_owned":23,"independent":18,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":5},"total_sources":41,"unique_domain_count":23},"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 Market Intelligence Platforms for Recommendation and Citation Data","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Recommendation and Citation Data","subject":"Ahrefs Brand Radar","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs Brand Radar","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Ahrefs Brand Radar","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs Brand Radar","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs Brand Radar","unit":"platforms","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","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":2.5,"best_rank":2,"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-visibility-llm-monitoring/recommendation-citation-data/ahrefs-brand-radar.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-citation-data/ahrefs-brand-radar","report_type":"fit_review","study_id":"AIMCI-STUDY-660CEB59A05D","title":"Ahrefs Brand Radar for AI Market Intelligence Platforms for Recommendation and Citation Data: 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.","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":"2026-09-19 14:33:20.453161+00","research_date":"2026-09-19","source_snapshot_sha256":"4eb4cfe9e9bc99611a47e9f10aecc32222a2ccfe9cfbbb4fa806474b65efb98a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Ahrefs Brand Radar is a qualified fit for AI market intelligence focused on recommendation and citation data. Two of seven platforms named it during ranking discovery, and fit ratings split across the panel: one strong, two good, three mixed, one weak. Its strongest case is scale — a search-backed prompt index reported in the hundreds of millions, citation-versus-found separation, AI Share of Voice, competitor benchmarking, and API and Looker access. The main limitation is that independent reviewers document large accuracy gaps for ChatGPT and Perplexity citation counts, and Ahrefs itself…","target_buyer":"Companies seeking AI Market Intelligence Platforms for Recommendation and Citation Data across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Understand which companies AI systems recommend","recommendation share","citation share","competitor movement","influential source domains","prompt-level differences","and historical market changes"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-for-recommendation-and-citation-data","title":"Best AI Market Intelligence Platforms for Recommendation and Citation Data","use_case":"AI Market Intelligence Platforms for Recommendation and Citation Data"}}