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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":"2026-09-18 03:57:29.205942+00","research_date":"2026-09-17","source_snapshot_sha256":"9735b6ff85def9eebaab46f693d919415cbf0116606d2c5fafc32ea1ced5ce0c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Profound is the consensus leader for AI citation analysis tools, named by all 7 platforms studied and holding the best average listed position (2.0) in this 2026 index. Semrush ranks second on the strength of its AI Visibility Toolkit, while OtterlyAI and Peec AI are the strongest alternatives for teams that need transparent self-serve pricing and prompt-level citation tracking. Ahrefs and Scrunch AI serve buyers who want citation data fused with SEO or enterprise compliance. The study sent one standardized prompt to 7 AI platforms — openai, anthropic, deepseek, grok, perplexity, kimi, and…","target_buyer":"Companies seeking AI Citation Analysis Tools across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Identify cited domains and URLs","prompt context","competitor citations","source overlap","citation architecture","platform differences","historical movement","and which citations appear alongside brand recommendations"],"geography":"United States","slug":"best-ai-citation-analysis-tools","title":"Best AI Citation Analysis Tools","use_case":"AI Citation Analysis Tools"}}