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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 08:40:20.816525+00","research_date":"2026-09-19","source_snapshot_sha256":"99adad00cc3191b7453f70f6c9e29dc2adcb63a5997944719c22ed3e615622ea","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Profound is the consensus leader for large enterprise AI visibility and LLM monitoring, named by all seven platforms studied and ranked first by six of them. Scrunch AI, Semrush, and Ahrefs are the strongest alternatives for distinct buyer needs: Scrunch AI for edge-level agent content delivery and crawler analytics, Semrush for AI visibility bundled with an established SEO and analytics stack, and Ahrefs for search-backed prompt benchmarking inside an existing SEO workflow. This index covers 7 platforms (openai, anthropic, deepseek, grok, perplexity, kimi, google), 32 unique entities named,…","target_buyer":"Large enterprise teams managing multiple brands, markets, business units, competitors, or executive reporting needs","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Large prompt sets","historical data","role-based reporting","competitive intelligence","citation analysis","executive reporting","and scalable measurement"],"geography":"United States","slug":"best-ai-visibility-platforms-for-enterprise-companies","title":"Best AI Visibility Platforms for Enterprise Companies","use_case":"AI Visibility Platforms for Enterprise Companies"}}