{"citations":{"source_mix":{"company_owned":32,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":55,"partial":0},"total_sources":55,"unique_domain_count":33},"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 Tracking Platforms Overall","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 Tracking Platforms","subject":"Ahrefs","unit":"rank","value":5},{"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"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Ahrefs","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs","unit":"platforms","value":4},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Ahrefs","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.25,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Ahrefs","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/tracking-platforms/ahrefs.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/tracking-platforms/ahrefs","report_type":"fit_review","study_id":"AIMCI-STUDY-C9CC0C72C867","title":"Ahrefs for AI Citation Tracking 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 05:38:29.846646+00","research_date":"2026-09-17","source_snapshot_sha256":"86f3cfa8abb99b19b1e133ace7b92e8857ceb1e497aa8c3fccd8fc5dafbde5c8","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Ahrefs is a qualified but contested fit for AI citation tracking. Four of seven platforms named it during ranking discovery, at an average listed rank of 4.25 and a best rank of 2, producing a final rank of 5. The strongest reason to consider it is Brand Radar's combination of large-scale search-backed prompt coverage with cited URL, cited domain, and competitor benchmarking inside an existing SEO suite (, -16). The main limitation is that fit ratings split sharply: OpenAI rated it a strong fit, Perplexity rated it good, four platforms rated it mixed, and Kimi rated it uncertain, with…","target_buyer":"Companies seeking AI Citation Tracking Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Prompt-level citation data","URL and domain analysis","competitor benchmarking","historical trends","platform comparisons","connection between citations and AI recommendations"],"geography":"United States","slug":"best-ai-citation-tracking-platforms-overall","title":"Best AI Citation Tracking Platforms Overall","use_case":"AI Citation Tracking Platforms"}}