{"citations":{"source_mix":{"company_owned":27,"independent":28,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":47,"partial":7},"total_sources":55,"unique_domain_count":31},"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","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"ChatGPT Visibility Tracking Tools","subject":"Semrush AI Visibility Toolkit","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush AI Visibility Toolkit","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush AI Visibility Toolkit","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush AI Visibility Toolkit","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.25,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Semrush AI Visibility Toolkit","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/chatgpt-tracking/semrush-ai-visibility-toolkit.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/chatgpt-tracking/semrush-ai-visibility-toolkit","report_type":"fit_review","study_id":"AIMCI-STUDY-9C2C9AD7EB89","title":"Semrush AI Visibility Toolkit 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.","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 07:13:07.890347+00","research_date":"2026-09-19","source_snapshot_sha256":"71ca827ce793a4f932c57c1f70a34ea150ecaaf02878b807eed2be91c77e0fbe","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":9,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Semrush AI Visibility Toolkit is a good fit for companies that need repeatable ChatGPT visibility monitoring inside an existing SEO workflow. Four of the seven platforms in this study named it during the ranking stage, and its strongest case is breadth: custom prompt tracking, citation and source reporting, competitor benchmarking, and historical visibility trends at a published $99 per month per domain on annual billing. The main limitation is scope and scale. The Base plan covers one domain and 25 custom prompts, pricing multiplies per domain and per user, and coverage of Claude, Copilot,…","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"}}