{"citations":{"source_mix":{"company_owned":22,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":6},"total_sources":32,"unique_domain_count":10},"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","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"White-Label AI Visibility Platforms for Agencies","subject":"LLM Pulse","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"LLM Pulse","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"LLM Pulse","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"LLM Pulse","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"LLM Pulse","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.75,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"LLM Pulse","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/white-label-agencies/llm-pulse.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/white-label-agencies/llm-pulse","report_type":"fit_review","study_id":"AIMCI-STUDY-9574140212EC","title":"LLM Pulse 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.","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.","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 10:34:28.602159+00","research_date":"2026-09-19","source_snapshot_sha256":"a66213beb579deea04d3ceb71f89cde2aff1d63f43f9d55dea9de4f856070bf5","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":10,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"LLM Pulse is a good fit for agencies that want to resell AI visibility monitoring under their own brand, but it is not a fully verified one. Four of the seven platforms in this study named LLM Pulse during ranking discovery, and it finished first overall with an average listed rank of 2.75. Its strongest asset is a purpose-built white-label stack: Partial White-Label, Full White-Label with a custom domain, and iframe Embed Integration, plus multi-client dashboards and unlimited seats. The main limitation is commercial opacity: full white-label pricing is quote-based, public pricing is in…","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"}}