{"citations":{"source_mix":{"company_owned":21,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":2},"total_sources":45,"unique_domain_count":29},"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":"Scrunch","unit":"rank","value":6},{"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":"Scrunch","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":"Scrunch","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":"Scrunch","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Scrunch","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Scrunch","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/chatgpt-tracking/scrunch.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/chatgpt-tracking/scrunch","report_type":"fit_review","study_id":"AIMCI-STUDY-2B49F7C702DC","title":"Scrunch 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.","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_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 07:16:59.245961+00","research_date":"2026-09-19","source_snapshot_sha256":"7078a1e1de60ee21e1b41c09a9710e1e94159b39248b006e322c4afee995147c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":9,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Scrunch is a qualified but contested fit for ChatGPT visibility tracking. Four of seven platforms named it during ranking discovery (57% of included platform responses), at an average listed rank of 7.0 and a best rank of 5. The strongest reason to consider it is a documented monitoring stack: prompt-level tracking, citation analysis, competitive benchmarking, and historical reporting across ChatGPT and other engines, with a publicly listed Core plan at $250 per month. The main limitation is evidentiary: two platforms concluded Scrunch is an influencer-marketing company with no verifiable AI…","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"}}