{"buyer_scenarios":[{"fit":"best_suited","scenario":"Large brands with AI visibility as an executive marketing KPI. The platform provides visibility scores, share of voice, and competitive rankings designed for board-level reporting (anthropic:cite1, )."},{"fit":"best_suited","scenario":"Marketing organizations needing daily prompt monitoring, share-of-voice, citation-share, sentiment, and competitor analysis. These are core Answer Engine Insights capabilities ."},{"fit":"best_suited","scenario":"CMOs who want evidence from consumer-facing answer-engine experiences rather than API-only outputs. Profound states it captures results from consumer-facing browser experiences ."},{"fit":"best_suited","scenario":"Teams that can support a dedicated AEO, SEO, content, or marketing-analytics owner. The platform's depth requires operational ownership."},{"fit":"not_best_suited","scenario":"Small teams seeking transparent self-serve pricing and low monthly cost. Self-serve tiers are limited to single or three engines and lack compliance features (anthropic:cite2, anthropic:cite7)."},{"fit":"not_best_suited","scenario":"Buyers needing guaranteed coverage of every emerging AI platform or model. Coverage may not include every AI platform, region, language, personalization state, or emerging model."},{"fit":"not_best_suited","scenario":"Organizations primarily seeking content production or publishing automation rather than measurement and intelligence. Profound is positioned as a measurement and intelligence platform."},{"fit":"not_best_suited","scenario":"Buyers unwilling to accept custom enterprise scoping and sales-led procurement. Enterprise pricing is custom and requires a sales consultation (anthropic:cite5)."}],"citations":{"source_mix":{"company_owned":26,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":6},"total_sources":43,"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 CMOs","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for CMOs","subject":"Profound","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Profound","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Profound","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Profound","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Profound","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/cmos/profound.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/cmos/profound","report_type":"fit_review","study_id":"AIMCI-STUDY-70F57204A3BA","title":"Profound for AI Visibility Platforms for CMOs: 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 10:57:24.422782+00","research_date":"2026-09-19","source_snapshot_sha256":"48e502fc7ae78e358d68baeb4371e48239bdcf17be3d37f90653e92f4998e402","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Profound is a strong fit for enterprise CMOs who need board-ready AI search visibility, citation intelligence, and competitor benchmarking — but the fit is conditional on Enterprise-tier access and budget. Four of seven platforms named Profound during ranking discovery, and all four ranked it first. The strongest reason to consider it: Profound combines daily prompt tracking, citation-share analysis, share-of-voice metrics, and configurable competitor benchmarking in one platform, with a CMO-specific guide signaling product alignment with executive workflows (anthropic:cite3). The main…","target_buyer":"CMOs and senior marketing leaders needing board-ready AI search visibility and competitive intelligence","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Multi-platform coverage","prompt tracking","recommendation and mention measurement","citation tracking","competitor benchmarking","historical trend reporting","and executive-ready dashboards"],"geography":"United States","slug":"best-ai-visibility-platforms-for-cmos","title":"Best AI Visibility Platforms for CMOs","use_case":"AI Visibility Platforms for CMOs"}}