{"citations":{"source_mix":{"company_owned":11,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":5},"total_sources":31,"unique_domain_count":22},"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 White-Label AI Visibility Platforms for Agencies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google"],"predicate":"final_consensus_rank","qualifier":"White-Label AI Visibility Platforms for Agencies","subject":"Profound","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Profound","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"Profound","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Profound","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Profound","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Profound","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Profound","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/white-label-agencies/profound.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/white-label-agencies/profound","report_type":"fit_review","study_id":"AIMCI-STUDY-0F40D8453173","title":"Profound for White-Label AI Visibility Platforms for Agencies: 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.","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 10:41:50.296915+00","research_date":"2026-09-19","source_snapshot_sha256":"9955360bd63f0f80770a1130e6dd661afae5ac57727a75aacf8538a7fed4e5e3","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":10,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Profound is a mixed fit for agencies that need white-label AI visibility reporting. Three of seven platforms named it during the ranking stage (anthropic, deepseek, google), and fit ratings split across the panel: one \"good,\" four \"mixed,\" one \"weak,\" and one \"uncertain.\" The strongest reason to consider it is genuine agency infrastructure — Agency Mode multi-client workspaces, pitch environments, broad answer-engine coverage, and SOC 2 compliance. The main limitation is that no reviewed official page confirms a fully white-label client portal, custom domain, or reseller branding, and…","target_buyer":"Agencies that need white-label AI search, audit, visibility, or reporting capabilities for client delivery","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["A platform with multi-client management","scalable prompt monitoring","competitor comparisons","citation and recommendation tracking","exportable reporting","and white-label or client-facing functionality"],"geography":"United States","slug":"best-white-label-ai-visibility-platforms-for-agencies","title":"Best White-Label AI Visibility Platforms for Agencies","use_case":"White-Label AI Visibility Platforms for Agencies"}}