{"citations":{"source_mix":{"company_owned":18,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":2},"total_sources":38,"unique_domain_count":25},"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 for Publishers and Review Websites","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Intelligence Platforms for Publishers and Review Websites","subject":"Ahrefs","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok"],"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":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Ahrefs","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.3333333333333335,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Ahrefs","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/publishers-review-websites/ahrefs.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/publishers-review-websites/ahrefs","report_type":"fit_review","study_id":"AIMCI-STUDY-9ACB8728B71D","title":"Ahrefs for AI Citation Intelligence Platforms for Publishers and Review Websites: 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 18:25:54.701591+00","research_date":"2026-09-17","source_snapshot_sha256":"b202cdba7d8f3d2e90e2bc9e555255834311e00895a0410c4ac647712c0e1ac4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Research platform, intelligence provider, or advisory solution"},"schema_version":4,"summary":"Ahrefs is a good fit for publishers and review websites that already run Ahrefs SEO workflows and want broad AI visibility, cited-page discovery, competitor benchmarking, and custom-prompt monitoring in one platform. Three of seven platforms named Ahrefs during the ranking stage (deepseek, grok, openai), with an average listed rank of 3.33 and a best rank of 2. The strongest reason to consider it is the combination of cited URL and domain analysis with existing SEO, Reddit, YouTube, and web data. The main limitation is that public documentation does not clearly verify dedicated…","target_buyer":"Publishers and review websites that depend on source eligibility, citation visibility, and category authority","topic":{"base_category":"AI citation and authority building","category_criteria":["Prompt-level citation data","cited URL and domain analysis","citation architecture mapping","source-gap analysis","competitor benchmarking","historical tracking","and recommendation impact"],"geography":"United States","slug":"best-ai-citation-intelligence-platforms-for-publishers-and-review-websites","title":"Best AI Citation Intelligence Platforms for Publishers and Review Websites","use_case":"AI Citation Intelligence Platforms for Publishers and Review Websites"}}