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The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 10:54:35.521053+00","research_date":"2026-09-19","source_snapshot_sha256":"17884b1ed9b7451ab25c4982da56691d391293726ce44c110d3183a1c4b7c0ee","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":10,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"LLM Pulse is the consensus leader among white-label AI visibility platforms for agencies in this 7-platform study, named by 4 of 7 platforms (57.1%) at an average listed position of 2.75 and a best position of 1. Peec AI ties on mentions (4 of 7, 57.1%) but ranks second on average position (3.5). Rank Prompt holds the strongest average listed position of any qualifier (2.33) but was named by only 3 platforms. For distinct buyer needs, Trakkr is the clearest fit for agencies that require a fully branded client portal with zero vendor branding, Profound is the strongest fit for large agencies…","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"}}