{"citations":{"source_mix":{"company_owned":13,"independent":36,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":47,"partial":2},"total_sources":49,"unique_domain_count":37},"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 ChatGPT Visibility Tracking Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok"],"predicate":"final_consensus_rank","qualifier":"ChatGPT Visibility Tracking Tools","subject":"AthenaHQ","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok"],"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":5.666666666666667,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"AthenaHQ","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/chatgpt-tracking/athenahq.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/chatgpt-tracking/athenahq","report_type":"fit_review","study_id":"AIMCI-STUDY-A5DEC5A838DA","title":"AthenaHQ for ChatGPT Visibility Tracking Tools: 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 07:19:16.378211+00","research_date":"2026-09-19","source_snapshot_sha256":"31d8415b6c064ecf79db1c9f2ccefa9f4000aaa1fbb90d92b61d0165bbc95716","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":9,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"AthenaHQ is a good fit for ChatGPT visibility tracking when a buyer needs prompt-level monitoring, citation analysis, competitor benchmarking, and action-oriented recommendations. Three of seven platforms named AthenaHQ during ranking discovery, and its average listed rank was 5.67 (best rank 4). The strongest reason to consider it is a combined workflow: prompt-level ChatGPT tracking, citation-source analysis, competitor share-of-voice, and an Action Center that converts findings into on-page and off-page tasks . The main limitation is commercial opacity: Enterprise pricing, credit overage…","target_buyer":"Companies that specifically need to monitor or improve visibility in ChatGPT responses","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation tracking","citation tracking where available","prompt-level analysis","competitive benchmarking","and historical reporting"],"geography":"United States","slug":"best-chatgpt-visibility-tracking-tools","title":"Best ChatGPT Visibility Tracking Tools","use_case":"ChatGPT Visibility Tracking Tools"}}