{"buyer_scenarios":[{"fit":"best_suited","scenario":"Teams prioritizing ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot coverage, which are included in base plans ."},{"fit":"best_suited","scenario":"Buyers who want a low-commitment pilot: Lite at $29/month is the lowest published entry price among established AI search monitoring platforms in this study ."},{"fit":"best_suited","scenario":"Agencies needing unlimited team members without per-seat charges, which is listed across tiers ."},{"fit":"best_suited","scenario":"Teams that value fast setup and time-to-value, with independent reviews reporting operational monitoring within about one hour ."}],"citations":{"source_mix":{"company_owned":19,"independent":19,"unclear":5},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":9},"total_sources":43,"unique_domain_count":22},"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 LLM Monitoring Platforms","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"LLM Monitoring Platforms","subject":"OtterlyAI","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"OtterlyAI","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"OtterlyAI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"OtterlyAI","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/llm-monitoring/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/llm-monitoring/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-A22948D90C5D","title":"OtterlyAI for LLM Monitoring Platforms: 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.","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 06:17:10.096887+00","research_date":"2026-09-19","source_snapshot_sha256":"d93c5f0401a341cf47f07a7f05122189651605ed274ec0e71b99f13e439844f2","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"OtterlyAI is a good fit for a US marketing team that needs prompt-based AI-search visibility monitoring, brand and competitor tracking, citation analysis, and reporting across major generative-answer platforms. Five of seven platforms named OtterlyAI during the ranking stage, and it finished second overall with an average listed rank of 3.4 and a best rank of 1. The strongest reason to consider it is accessible, self-serve multi-platform monitoring with the lowest published entry price in the category. The main limitation is that full engine coverage, higher prompt volumes, and historical…","target_buyer":"Marketing team seeking LLM Monitoring Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Multi-platform coverage","prompt tracking","competitive analysis","historical data","and useful reporting"],"geography":"United States","slug":"best-llm-monitoring-platforms","title":"Best LLM Monitoring Platforms","use_case":"LLM Monitoring Platforms"}}