{"citations":{"source_mix":{"company_owned":14,"independent":30,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":41,"partial":3},"total_sources":44,"unique_domain_count":30},"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 Market Intelligence Platforms for Citation Architecture","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Citation Architecture","subject":"Ahrefs","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Ahrefs","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":3,"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-search-audits-market-intelligence/citation-architecture/ahrefs.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/citation-architecture/ahrefs","report_type":"fit_review","study_id":"AIMCI-STUDY-9B7E575E83CE","title":"Ahrefs for AI Market Intelligence Platforms for Citation Architecture: 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 15:32:44.502996+00","research_date":"2026-09-18","source_snapshot_sha256":"0ce458b9d254336e8f5fcd0423693ad95a69a1d5f8f2eb2f38b0c4363ff32ae0","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Ahrefs is a good fit for citation-architecture research when the buyer needs broad, repeatable visibility into AI mentions, cited pages, influential domains, competitor share of voice, and source trends across major public AI answer surfaces . Four of seven platforms named Ahrefs during ranking discovery — deepseek, grok, kimi, and openai — giving it a 57.1% share of included platform responses, an average listed rank of 5.0, and a best listed rank of 3. The strongest reason to consider it is Brand Radar's cited-domain and cited-page reporting combined with custom prompt tracking. The main…","target_buyer":"Companies seeking AI Market Intelligence Platforms for Citation Architecture across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Know which first-party and third-party domains repeatedly influence AI answers","which sources support competitor recommendations","which publishers have the greatest apparent influence","where authority gaps exist","and how the source ecosystem changes over time"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-for-citation-architecture","title":"Best AI Market Intelligence Platforms for Citation Architecture","use_case":"AI Market Intelligence Platforms for Citation Architecture"}}