{"citations":{"source_mix":{"company_owned":30,"independent":29,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":53,"partial":6},"total_sources":59,"unique_domain_count":32},"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 ChatGPT Visibility Tracking Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"ChatGPT Visibility Tracking Tools","subject":"Otterly","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Otterly","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Otterly","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":"good","subject":"Otterly","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Otterly","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Otterly","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.666666666666667,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Otterly","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/chatgpt-tracking/otterly.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/chatgpt-tracking/otterly","report_type":"fit_review","study_id":"AIMCI-STUDY-8EBC148F9357","title":"Otterly for ChatGPT Visibility Tracking Tools: 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.","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 07:06:21.074094+00","research_date":"2026-09-19","source_snapshot_sha256":"b4fd7d6ff190e27f7470e6209c50eec2301e4aaa1831fd147d10fc85105b8de2","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":9,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Otterly is a good fit for companies that need affordable, prompt-level monitoring of brand mentions, citations, competitors, and recommendations in ChatGPT and other AI search engines. Six of the seven platforms named Otterly during the ranking stage, and it finished second overall. Its strongest asset is a genuinely usable entry plan: the Lite tier is widely reported at $29/month for 15 tracked prompts across four core engines, with daily tracking, citation reporting, and unlimited team members. The main limitation is scale economics. The jump from Lite to Standard is more than 6x in price,…","target_buyer":"Companies that specifically need to monitor or improve visibility in ChatGPT responses","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation tracking","citation tracking where available","prompt-level analysis","competitive benchmarking","and historical reporting"],"geography":"United States","slug":"best-chatgpt-visibility-tracking-tools","title":"Best ChatGPT Visibility Tracking Tools","use_case":"ChatGPT Visibility Tracking Tools"}}