{"citations":{"source_mix":{"company_owned":21,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":29,"partial":3},"total_sources":32,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Market Intelligence Platforms for Recommendation and Citation Data","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Recommendation and Citation Data","subject":"AthenaHQ","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AthenaHQ","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"AthenaHQ","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","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":"2026-09-19","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"AthenaHQ","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","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":5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"AthenaHQ","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/recommendation-citation-data/athenahq.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-citation-data/athenahq","report_type":"fit_review","study_id":"AIMCI-STUDY-57EF9523E162","title":"AthenaHQ for AI Market Intelligence Platforms for Recommendation and Citation Data: 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":"2026-09-19 14:27:20.633707+00","research_date":"2026-09-19","source_snapshot_sha256":"d68c6e8a2081552e586cff3127d0e56e6a48ff0dba3248bb5dc19b837a13375f","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 companies that want prompt-level AI-search monitoring, recommendation and share-of-voice analysis, citation-source intelligence, competitor comparison, and historical tracking across multiple generative-answer platforms. Three of the seven platforms in this study named AthenaHQ during the ranking stage, at an average listed rank of 5.0 and a best rank of 4. The strongest reason to consider it is that its Starter plan combines multi-model monitoring with citation intelligence and content recommendations at a published $295-per-month entry point. The main limitation…","target_buyer":"Companies seeking AI Market Intelligence Platforms for Recommendation and Citation Data across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Understand which companies AI systems recommend","recommendation share","citation share","competitor movement","influential source domains","prompt-level differences","and historical market changes"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-for-recommendation-and-citation-data","title":"Best AI Market Intelligence Platforms for Recommendation and Citation Data","use_case":"AI Market Intelligence Platforms for Recommendation and Citation Data"}}