{"citations":{"source_mix":{"company_owned":19,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":20,"partial":7},"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":["anthropic","deepseek"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Citation Architecture","subject":"AthenaHQ","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AthenaHQ","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"AthenaHQ","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"AthenaHQ","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"AthenaHQ","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"AthenaHQ","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"AthenaHQ","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/citation-architecture/athenahq.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/citation-architecture/athenahq","report_type":"fit_review","study_id":"AIMCI-STUDY-82ECD9BA2523","title":"AthenaHQ 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.","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 15:29:25.593275+00","research_date":"2026-09-18","source_snapshot_sha256":"533e3f86fecd29f3f6232d3571756e6df912abdb2cf62ebe76adff6041e0a6b1","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"AthenaHQ is a good fit for citation architecture work, with caveats. Two of seven platforms named it during ranking discovery, and it finished sixth overall, but both platforms that named it ranked it second. Its strongest case is direct: AthenaHQ publicly describes citation-source analysis, competitor-source monitoring, and content-gap workflows across multiple AI answer surfaces . The main limitation is evidence quality. Nearly all capability claims trace to AthenaHQ-owned pages, the publisher-influence methodology is undisclosed, and the Athena Citation Engine appears gated to Enterprise…","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"}}