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AI visibility and LLM monitoring platforms for AI Visibility Platforms: 7-Platform AI Consensus Index"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. 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 06:02:43.981772+00","research_date":"2026-09-19","source_snapshot_sha256":"ae5a57c3bc65533f7d587cbf330a63eae8d1237c46b8e7eb9cea21c045cda24c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Profound is the consensus leader in this 7-platform AI consensus index of AI visibility and LLM monitoring platforms, named by 5 of 7 platforms (71.4%) with an average listed position of 1.2 and a best position of 1. Semrush, OtterlyAI, and Ahrefs follow as the strongest alternatives for distinct buyer needs: Semrush for SEO-led teams that want AI visibility inside an existing search workflow, OtterlyAI for small and mid-sized teams that need low-cost prompt monitoring, and Ahrefs for companies that want broad search-backed prompt discovery tied to backlink and keyword data. Nine entities…","target_buyer":"Companies seeking AI Visibility Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Track recommendations","mentions","citations","competitors","important prompts","and changes over time; measure how its brand appears across major AI systems such as ChatGPT","Gemini","Claude","Perplexity","Grok","DeepSeek","and Kimi"],"geography":"United States","slug":"best-ai-visibility-platforms-overall","title":"Best AI Visibility Platforms Overall","use_case":"AI Visibility Platforms"}}