{"citations":{"source_mix":{"company_owned":33,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":44,"partial":5},"total_sources":50,"unique_domain_count":21},"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 Recommendation Tracking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Recommendation Tracking","subject":"OtterlyAI","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","perplexity"],"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":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"OtterlyAI","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"OtterlyAI","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"OtterlyAI","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"OtterlyAI","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/recommendation-tracking/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-tracking/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-AB0B4BC47CA3","title":"OtterlyAI for AI Visibility Platforms for Recommendation Tracking: 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.","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 11:43:36.078442+00","research_date":"2026-09-19","source_snapshot_sha256":"95c52ff36886c16d38eecb6b29f1f738c59ddef224f91f674d12b25683ca30c6","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"OtterlyAI is a mixed-to-good fit for AI Visibility Platforms for Recommendation Tracking. Four of seven platforms named it during the ranking stage (anthropic, deepseek, google, perplexity), and it finished fourth overall with an average listed rank of 6.0 and a best rank of 4. Its strongest case is affordability plus breadth: entry pricing of $29/month, daily prompt monitoring, competitor benchmarking, and a Recommendations workflow that turns findings into suggested actions. The main limitation is that no reviewed source clearly documents a dedicated, verifiable metric that separates a…","target_buyer":"Company or marketing team seeking AI Visibility Platforms for Recommendation Tracking","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Distinguish recommendations from simple mentions or citations","measure recommendation coverage and position","benchmark competitors","and track changes over time"],"geography":"United States","slug":"best-ai-visibility-platforms-for-recommendation-tracking","title":"Best AI Visibility Platforms for Recommendation Tracking","use_case":"AI Visibility Platforms for Recommendation Tracking"}}