{"citations":{"source_mix":{"company_owned":28,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":46,"partial":4},"total_sources":50,"unique_domain_count":30},"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 Overall","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms","subject":"Scrunch","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Scrunch","unit":"platforms","value":2},{"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":3.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Scrunch","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/ai-visibility-platforms/scrunch.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/ai-visibility-platforms/scrunch","report_type":"fit_review","study_id":"AIMCI-STUDY-80D307D46023","title":"Scrunch 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.","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.","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 05:59:36.24822+00","research_date":"2026-09-19","source_snapshot_sha256":"3a842e07209e121873092c14effa97e4ebf77ccbd83443503155e8120503e830","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Scrunch is a qualified good fit for AI Visibility Platforms, not a unanimous one. Two of seven platforms named Scrunch during ranking discovery — OpenAI at rank 1 and Perplexity at rank 6 — giving an average listed rank of 3.5 and a best rank of 1. The strongest reason to consider it is breadth: Scrunch's Enterprise plan documents nine AI platforms plus prompt-level tracking of mentions, citations, competitors, sentiment, and share of voice, alongside AI-agent traffic analytics. The main limitation is coverage gaps and commercial opacity: DeepSeek and Kimi are not in the documented platform…","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"}}