{"citations":{"source_mix":{"company_owned":13,"independent":21,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":1},"total_sources":34,"unique_domain_count":23},"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 Analysis Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Analysis Tools","subject":"Ahrefs","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs","unit":"platforms","value":5},{"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":["deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","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":5.4,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Ahrefs","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/analysis-tools/ahrefs.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/analysis-tools/ahrefs","report_type":"fit_review","study_id":"AIMCI-STUDY-7B462CB989AD","title":"Ahrefs for AI Citation Analysis Tools: 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":"2026-09-17 10:06:22.253512+00","research_date":"2026-09-17","source_snapshot_sha256":"f660342dff04ffb8198dafba90e707a8632ee21e6eab98ffc8d3da861f36324a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Ahrefs is a qualified but conditional fit for AI Citation Analysis Tools. Five of seven platforms named Ahrefs during ranking discovery, and its Brand Radar product directly addresses cited domains and URLs, prompt context, competitor citations, platform differences, and historical movement. The strongest reason to consider it is the combination of a large search-backed prompt index with URL-level citation reporting inside an existing SEO platform. The main limitation is that fit ratings split across platforms — one rated it strong, three good, and three mixed — with unresolved questions…","target_buyer":"Companies seeking AI Citation Analysis Tools across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Identify cited domains and URLs","prompt context","competitor citations","source overlap","citation architecture","platform differences","historical movement","and which citations appear alongside brand recommendations"],"geography":"United States","slug":"best-ai-citation-analysis-tools","title":"Best AI Citation Analysis Tools","use_case":"AI Citation Analysis Tools"}}