{"buyer_scenarios":[{"fit":"best_suited","scenario":"Companies measuring brand presence, share of voice, citations, sentiment, answer position, and competitor visibility across major generative-answer platforms (, -1)."},{"fit":"best_suited","scenario":"Enterprise teams requiring custom prompts, expanded model coverage, APIs, integrations, SSO, and dedicated support ."},{"fit":"best_suited","scenario":"Organizations needing SOC 2 Type II compliance, SAML/OIDC SSO, and role-based access control for regulated industries (-6, )."},{"fit":"best_suited","scenario":"Technical SEO teams working with logs and crawl budgets that value named-crawler analytics and GA4 integration (-1, )."},{"fit":"not_best_suited","scenario":"Small businesses or solo marketers seeking cost-effective entry-level tools; Scrunch starts at $250/month for four engines, while competitors start under $100 (-5, -1)."},{"fit":"not_best_suited","scenario":"Teams requiring built-in content creation, optimization execution, or integrated GEO/AEO writing tools within the platform (-15)."},{"fit":"not_best_suited","scenario":"Organizations needing real-time or daily prompt data updates; multiple reviews describe weekly rather than daily refresh (-16, -10)."},{"fit":"not_best_suited","scenario":"Buyers requiring a fully independent measurement standard rather than a vendor-defined methodology ."}],"citations":{"source_mix":{"company_owned":34,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":47,"partial":6},"total_sources":53,"unique_domain_count":25},"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 Measurement and Strategy","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Measurement and Strategy","subject":"Scrunch","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Scrunch","unit":"platforms","value":3},{"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":4.666666666666667,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Scrunch","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/measurement-strategy/scrunch.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/measurement-strategy/scrunch","report_type":"fit_review","study_id":"AIMCI-STUDY-A9DCC19523BF","title":"Scrunch for AI Visibility Platforms for Measurement and Strategy: 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.","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 15:24:45.672883+00","research_date":"2026-09-19","source_snapshot_sha256":"0bf9972a2217e48e73e0b4a57f0f1722a102ddb74520e8f5557393cfc08bdcbd","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":7,"ranking_unit":"Strategy, solution provider, or implementation partner"},"schema_version":4,"summary":"Scrunch is a good — not unanimous — fit for AI visibility measurement and strategy. Three of seven platforms named it during ranking discovery (openai, google, deepseek), and fit ratings split across the panel: two strong, three good, two uncertain. The strongest reason to consider it is breadth: citation tracking, competitor benchmarking, source-gap detection, historical trend views, and an optimization layer (AXP) in one platform, with a public Core plan at $250/month. The main limitation is documentation and stability risk: plan names and prices conflict across sources, enterprise pricing…","target_buyer":"Companies seeking AI Visibility Platforms for Measurement and Strategy across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation and citation tracking","competitor benchmarking","citation architecture analysis","source-gap identification","historical reporting","and an actionable GEO/AEO strategy"],"geography":"United States","slug":"best-ai-visibility-platforms-for-measurement-and-strategy","title":"Best AI Visibility Platforms for Measurement and Strategy","use_case":"AI Visibility Platforms for Measurement and Strategy"}}