{"citations":{"source_mix":{"company_owned":24,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":38,"partial":6},"total_sources":44,"unique_domain_count":25},"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","deepseek","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Agencies","subject":"OtterlyAI","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"OtterlyAI","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"OtterlyAI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.25,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"OtterlyAI","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/agencies/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/agencies/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-D97BC13894D9","title":"OtterlyAI 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.","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.","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 10:15:49.967028+00","research_date":"2026-09-19","source_snapshot_sha256":"e8b7b0e6bb66a49c67c1e3f72936581be828c4ba87b7d33f4fdcb3f065ba2907","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"OtterlyAI is a good fit for agencies that need separated client workspaces, prompt-based AI visibility monitoring, competitor and citation analysis, and Looker Studio or API-based reporting. Four of seven platforms named OtterlyAI during the ranking stage, with an average listed rank of 3.25 and a best rank of 1. The strongest reason to consider it is the Agency Partner program layered on Standard or Premium, which adds prompt capacity, branded reporting, pitch workspaces, and consolidated billing. The main limitation is that OtterlyAI does not offer a native white-label interface, and…","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"}}