{"citations":{"source_mix":{"company_owned":26,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":5},"total_sources":41,"unique_domain_count":22},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Visibility Platforms Overall","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms","subject":"OtterlyAI","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.25,"best_rank":2,"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/ai-visibility-platforms/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/ai-visibility-platforms/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-D39BB5B9722C","title":"OtterlyAI for AI Visibility 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.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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.","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_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 06:02:46.780849+00","research_date":"2026-09-19","source_snapshot_sha256":"c77e36be63ce5a6c82362a365b6953f0c00ccb7c16bbcc1569523a375daf9075","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"OtterlyAI is a good fit for companies that need prompt-based monitoring of brand mentions, citations, competitors, and share of voice across the core AI search engines, and it is a mixed fit for buyers who require confirmed coverage of Grok, DeepSeek, and Kimi. Four of the seven included platforms named OtterlyAI during the ranking stage (openai, anthropic, grok, perplexity), a 57% share of included platform responses. Its strongest reason to consider it is a low entry price ($29/month Lite) combined with daily prompt monitoring and citation analytics. The main limitation is that current…","target_buyer":"Companies seeking AI Visibility Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Track recommendations","mentions","citations","competitors","important prompts","and changes over time; measure how its brand appears across major AI systems such as ChatGPT","Gemini","Claude","Perplexity","Grok","DeepSeek","and Kimi"],"geography":"United States","slug":"best-ai-visibility-platforms-overall","title":"Best AI Visibility Platforms Overall","use_case":"AI Visibility Platforms"}}