{"citations":{"source_mix":{"company_owned":27,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":4},"total_sources":37,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Intelligence Platforms","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Intelligence Platforms","subject":"Ahrefs","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.25,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Ahrefs","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/intelligence-platforms/ahrefs.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/intelligence-platforms/ahrefs","report_type":"fit_review","study_id":"AIMCI-STUDY-EE1C9611ACF2","title":"Ahrefs for AI Citation 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.","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":"2026-09-17 07:27:16.788228+00","research_date":"2026-09-17","source_snapshot_sha256":"32be4232c25a02a026570c2c61b4287891734ec4ed6b3cde941a9a9c6c5b099d","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Ahrefs is a good fit for AI citation intelligence if you want broad, search-backed discovery of which sources AI systems cite, how competitor domains earn citations, and where authority gaps exist. Four of seven platforms named Ahrefs in the ranking stage (57% of included platform responses), with an average listed rank of 3.25 and a best rank of 2. Its strongest asset is Brand Radar's cited-page, cited-domain, competitor-gap, and co-citation workflows layered onto Ahrefs' keyword and backlink data. The main limitation is that its metrics are modeled from search demand rather than measured…","target_buyer":"Companies seeking AI Citation Intelligence Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Understand which sources AI systems rely upon","how those sources differ by prompt and platform","which domains support competitor recommendations","how citation architecture changes over time","and where authority gaps exist"],"geography":"United States","slug":"best-ai-citation-intelligence-platforms","title":"Best AI Citation Intelligence Platforms","use_case":"AI Citation Intelligence Platforms"}}