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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 09:31:20.469913+00","research_date":"2026-09-19","source_snapshot_sha256":"a46ffcdf9612cd85bafa89d2393220f4d70da80101643e41b483f5e93dedb74a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Profound is the consensus leader for B2B companies tracking how often AI systems recommend them, named by 6 of 7 platforms (85.7% share) at an average listed position of 2.17 and a best position of 1. Peec AI (5 mentions, 71.4%) is the strongest alternative for mid-market teams that need daily prompt tracking, competitor gap analysis, and cited-source intelligence without enterprise overhead. Otterly.AI (4 mentions, 57.1%) is the lowest-cost credible entry point, and Semrush (4 mentions, 57.1%) is the best fit for teams already running SEO in that suite. This index studied 7 platforms —…","target_buyer":"B2B marketing and revenue teams focused on vendor discovery, buying-journey prompts, and competitor comparisons","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Prompt-level recommendation data","competitor analysis","citation intelligence","historical tracking","and reporting that reflects a B2B buying journey"],"geography":"United States","slug":"best-ai-visibility-platforms-for-b2b-companies","title":"Best AI Visibility Platforms for B2B Companies","use_case":"AI Visibility Platforms for B2B Companies"}}