{"citations":{"source_mix":{"company_owned":25,"independent":27,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":47,"partial":5},"total_sources":52,"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 Competitive Intelligence Platforms","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Competitive Intelligence Platforms","subject":"Ahrefs","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Ahrefs","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/competitive-intelligence/ahrefs.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/competitive-intelligence/ahrefs","report_type":"fit_review","study_id":"AIMCI-STUDY-5A828AC005B4","title":"Ahrefs for AI Competitive Intelligence Platforms: 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.","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 14:22:13.902664+00","research_date":"2026-09-18","source_snapshot_sha256":"2330f6d5ca9854d0b5145c9c92060eddecf19efc5b77a345dae0cbc7cc2708ca","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":34,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Ahrefs is a good fit for AI competitive intelligence when the buyer needs search-backed competitor benchmarking, citation and mention analysis, and trend monitoring inside an existing Ahrefs workflow. Three of seven platforms named Ahrefs during ranking discovery, at an average listed rank of 3.7 and a best rank of 2. Its strongest asset is Ahrefs Brand Radar, which combines a large search-derived prompt index with custom prompt tracking and AI Share of Voice reporting. The main limitation is that it is not a complete real-time intelligence system: indexed data is sampled, custom prompts…","target_buyer":"Companies seeking AI Competitive Intelligence Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Compare its brand with major competitors across high-intent prompts","measure recommendation and citation share","identify the companies gaining or losing visibility","analyze source patterns","and monitor changes over time"],"geography":"United States","slug":"best-ai-competitive-intelligence-platforms","title":"Best AI Competitive Intelligence Platforms","use_case":"AI Competitive Intelligence Platforms"}}