{"buyer_scenarios":[{"fit":"best_suited","scenario":"Teams needing executive-grade competitive benchmarking and citation architecture analysis across nine or more AI engines (anthropic:citation-8, )."},{"fit":"best_suited","scenario":"Organizations with internal content production, SEO, and publishing capacity that can act on visibility insights independently (anthropic:citation-11)."},{"fit":"best_suited","scenario":"Buyers needing enterprise compliance — SOC 2 Type II, HIPAA, SSO/SAML, RBAC — and 18+ country coverage (anthropic:citation-1)."},{"fit":"best_suited","scenario":"Teams treating AI search monitoring as an organization-wide intelligence problem rather than a single SEO task."},{"fit":"not_best_suited","scenario":"Buyers requiring verified vendor identity before procurement. The domain conflict between profound.com and tryprofound.com remains unresolved ."},{"fit":"not_best_suited","scenario":"Buyers needing transparent self-serve pricing. The current official pricing page reviewed shows Trial and Enterprise rather than a public Growth price (, anthropic:citation-2)."},{"fit":"not_best_suited","scenario":"Teams needing Claude coverage at lower tiers. Claude is reported as Enterprise-gated (anthropic:citation-1, )."},{"fit":"not_best_suited","scenario":"Buyers seeking true end-to-end measurement-to-execution automation in one platform. Agents generate drafts requiring human approval and do not deploy content (anthropic:citation-9, anthropic:citation-15)."}],"citations":{"source_mix":{"company_owned":17,"independent":38,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":38,"partial":16},"total_sources":56,"unique_domain_count":42},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Search Visibility Partners for Measurement and Execution","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","google","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Visibility Partners for Measurement and Execution","subject":"Profound","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","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":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Profound","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Profound","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Profound","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.25,"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-search-geo-agencies/visibility-measurement-execution/profound.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/visibility-measurement-execution/profound","report_type":"fit_review","study_id":"AIMCI-STUDY-B1E9630F822B","title":"Profound for AI Search Visibility Partners for Measurement and Execution: 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":"2026-09-18 05:38:29.367517+00","research_date":"2026-09-18","source_snapshot_sha256":"49c082dc362670f6ce2173f9aa7258d509f4eac48d277ff5b55096bf5b803152","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":6,"ranking_unit":"Strategic partner, agency, platform, or service provider"},"schema_version":4,"summary":"Profound is a qualified but conditional fit for AI Search Visibility Partners for Measurement and Execution. Four of seven platforms named Profound during ranking discovery (57.1% share), with an average listed rank of 2.25 and a best rank of 1. The strongest reason to consider it is measurement depth: multi-engine visibility tracking, citation and co-citation analysis, competitor benchmarking, and credit-metered execution agents (anthropic:citation-4, , ). The main limitation is unresolved vendor identity: the supplied official domain profound.com resolves to a market-research service,…","target_buyer":"Companies seeking AI Search Visibility Partners for Measurement and Execution across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Understand where it appears across ChatGPT","Gemini","Perplexity","Claude","and other AI systems","benchmark competitors","analyze recommendations and citations","map the citation architecture and sources influencing those outcomes","identify why competitors outperform it","and then implement changes"],"geography":"United States","slug":"best-ai-search-visibility-partners-for-measurement-and-execution","title":"Best AI Search Visibility Partners for Measurement and Execution","use_case":"AI Search Visibility Partners for Measurement and Execution"}}