{"citations":{"source_mix":{"company_owned":11,"independent":29,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":6},"total_sources":40,"unique_domain_count":31},"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 Visibility Platforms for Tracking Recommendation Share","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Tracking Recommendation Share","subject":"AthenaHQ","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AthenaHQ","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"AthenaHQ","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"AthenaHQ","unit":"platforms","value":2},{"claim_id":"claim-006","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":6,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"AthenaHQ","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/recommendation-share/athenahq.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-share/athenahq","report_type":"fit_review","study_id":"AIMCI-STUDY-ACBD2658C68A","title":"AthenaHQ for AI Visibility Platforms for Tracking Recommendation Share: 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":"2026-09-19 13:56:27.139347+00","research_date":"2026-09-19","source_snapshot_sha256":"05fd9e4c042d2d49125efcaef6daf411c0f194d6084c68f5ee023ba1676de374","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":34,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"AthenaHQ is a qualified but conditional fit for tracking AI recommendation share. Two of seven platforms named it during the ranking stage, at ranks 3 and 9, for an average listed rank of 6.0 and a best rank of 3. The strongest reason to consider it is that AthenaHQ publicly claims recommendation-rate monitoring, cross-platform visibility, competitor share-of-voice comparison, and prescriptive optimization recommendations . The main limitation is verification: public sources conflict on platform coverage, credit allowances, API inclusion, and whether recommendation position is reported at…","target_buyer":"Companies seeking AI Visibility Platforms for Tracking Recommendation Share across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation-level data rather than simple brand mentions","with platform-by-platform results","recommendation position","historical trends","and competitor comparisons"],"geography":"United States","slug":"best-ai-visibility-platforms-for-tracking-recommendation-share","title":"Best AI Visibility Platforms for Tracking Recommendation Share","use_case":"AI Visibility Platforms for Tracking Recommendation Share"}}