{"citations":{"source_mix":{"company_owned":23,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":6},"total_sources":49,"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 AI Visibility Platforms for SaaS Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for SaaS Companies","subject":"Scrunch","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","kimi","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":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Scrunch","unit":"platforms","value":5},{"claim_id":"claim-005","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":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Scrunch","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/saas-companies/scrunch.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/saas-companies/scrunch","report_type":"fit_review","study_id":"AIMCI-STUDY-C9BFA1F6405B","title":"Scrunch for AI Visibility Platforms for SaaS Companies: 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.","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 09:42:30.263837+00","research_date":"2026-09-19","source_snapshot_sha256":"10465be56fd33ab1ba263e388b0a75d81ec043c489f167bca956e4bfed4dda65","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Scrunch is a good fit for mid-market and enterprise SaaS companies that need structured monitoring of category, comparison, alternative, and product-recommendation prompts, with competitive benchmarking, citation analysis, and historical trends. Four of the seven included platforms named Scrunch during the ranking stage (grok, kimi, openai, perplexity), and five of seven rated it a good fit. The strongest reason to consider it is citation-level visibility plus prompt-level competitive benchmarking across major AI engines. The main limitation is that Core publicly covers only four AI engines…","target_buyer":"SaaS companies tracking category, comparison, alternatives, and product recommendation prompts","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Competitive benchmarking","recommendation tracking","citation analysis","prompt monitoring","and historical trends"],"geography":"United States","slug":"best-ai-visibility-platforms-for-saas-companies","title":"Best AI Visibility Platforms for SaaS Companies","use_case":"AI Visibility Platforms for SaaS Companies"}}