{"citations":{"source_mix":{"company_owned":26,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":29,"partial":4},"total_sources":49,"unique_domain_count":28},"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 Competitive Benchmarking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Competitive Benchmarking","subject":"Scrunch AI","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Scrunch AI","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Scrunch AI","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Scrunch AI","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Scrunch AI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Scrunch AI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/competitive-benchmarking/scrunch-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/competitive-benchmarking/scrunch-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-34CD1312E1CC","title":"Scrunch AI for AI Visibility Platforms for Competitive Benchmarking: 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.","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 11:25:57.343196+00","research_date":"2026-09-19","source_snapshot_sha256":"4df2f98e775fd9f40dc3511970af8b2192c1fadd1f984c52d45e579a12e40a55","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Scrunch AI is a good fit for competitive AI-visibility benchmarking, but not a unanimous one. Two of the seven platforms in this study named Scrunch AI during the ranking stage — Anthropic and Grok — and both placed it fifth. The strongest reason to consider it is breadth: company documentation describes prompt-level monitoring, competitor comparison, citation analysis, platform segmentation, and historical trend tracking across up to nine AI platforms, with Enterprise API access for custom reporting . The main limitation is verification: public pricing is inconsistent across official pages,…","target_buyer":"Companies seeking AI Visibility Platforms for Competitive Benchmarking across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation share","citation share","prompt-level performance","platform differences","historical trends","and clear competitive reporting"],"geography":"United States","slug":"best-ai-visibility-platforms-for-competitive-benchmarking","title":"Best AI Visibility Platforms for Competitive Benchmarking","use_case":"AI Visibility Platforms for Competitive Benchmarking"}}