{"citations":{"source_mix":{"company_owned":17,"independent":24,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":10},"total_sources":44,"unique_domain_count":27},"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 Agencies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Agencies","subject":"AthenaHQ","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google"],"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":["grok","google"],"predicate":"fit_rating_count","qualifier":"good","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":"mixed","subject":"AthenaHQ","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"AthenaHQ","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"AthenaHQ","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/agencies/athenahq.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/agencies/athenahq","report_type":"fit_review","study_id":"AIMCI-STUDY-F8FC19CB0720","title":"AthenaHQ for AI Visibility Platforms for Agencies: 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 10:30:14.625414+00","research_date":"2026-09-19","source_snapshot_sha256":"1acc0b6c8e73883d8e8cd13742c53a9f1876b9801746a6c793b89e0f24ceb558","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"AthenaHQ is a mixed fit for agencies that need an AI visibility platform across multiple clients. Two of seven platforms named it during the ranking stage, at an average listed rank of 6.0. Its strongest case is a documented Agency Partner Program with centralized client management, pitch workspaces, lead routing, and discounted licensing (-2, -11, ). The main limitation is that agency-critical terms — white-label scope, per-client economics, credit consumption, and contract structure — are not publicly documented, and credit-based billing makes multi-client spend hard to forecast (-1, -14,…","target_buyer":"Agencies managing AI search, GEO, content, visibility, or reporting programs for multiple clients","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Multi-client workspaces","scalable prompt tracking","competitor benchmarking","citation and recommendation analysis","reporting","historical data","and ideally white-label or agency-friendly capabilities"],"geography":"United States","slug":"best-ai-visibility-platforms-for-agencies","title":"Best AI Visibility Platforms for Agencies","use_case":"AI Visibility Platforms for Agencies"}}