{"buyer_scenarios":[{"fit":"best_suited","scenario":"Enterprise brands tracking AI visibility and share of voice across ChatGPT, Perplexity, Google AI Overviews, Copilot, Gemini, Claude, and Meta AI (-4)."},{"fit":"best_suited","scenario":"Agencies managing AI visibility for multiple client brands with multi-workspace support and white-glove onboarding (-1)."},{"fit":"best_suited","scenario":"Companies requiring crawler analytics and AI traffic attribution via GA4 integration (-13, -5)."},{"fit":"best_suited","scenario":"Teams needing competitor visibility, response position, citation, sentiment, and share-of-voice analysis (, -1)."}],"citations":{"source_mix":{"company_owned":25,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":9},"total_sources":50,"unique_domain_count":26},"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 Tracking Recommendation Share","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Tracking Recommendation Share","subject":"Scrunch AI","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Scrunch AI","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 AI","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"Scrunch AI","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Scrunch AI","unit":"platforms","value":2},{"claim_id":"claim-007","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":5.75,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Scrunch AI","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/recommendation-share/scrunch-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-share/scrunch-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-8756E4ED8557","title":"Scrunch AI for AI Visibility Platforms for Tracking Recommendation Share: 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 13:50:58.530936+00","research_date":"2026-09-19","source_snapshot_sha256":"4f089fa7287e4e361b6f87cc556545ce0e14884969349ee4f5819f4017d7f2ce","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":34,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Scrunch AI is a good fit for tracking AI recommendation share, with caveats. Four of seven platforms named it during ranking discovery, and it placed as high as third. Its strongest asset is recommendation-level data: response position, share of voice, sentiment, citations, and competitor comparisons across multiple AI platforms. The main limitation is transparency. Public evidence does not clearly define a single standardized recommendation-share metric, plan names and pricing conflict across sources, prompt refresh frequency is disputed, and independent validation of recommendation-share…","target_buyer":"Companies seeking AI Visibility Platforms for Tracking Recommendation Share across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation-level data rather than simple brand mentions","with platform-by-platform results","recommendation position","historical trends","and competitor comparisons"],"geography":"United States","slug":"best-ai-visibility-platforms-for-tracking-recommendation-share","title":"Best AI Visibility Platforms for Tracking Recommendation Share","use_case":"AI Visibility Platforms for Tracking Recommendation Share"}}