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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 15:42:47.848832+00","research_date":"2026-09-18","source_snapshot_sha256":"d3f2109ae7790d5d2d7474c1bfc1e252871a3d9f1b66bf89afb36101b75cf87a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Profound is the consensus leader for citation architecture analysis, named by all seven platforms studied and ranked first by six of them. Semrush and OtterlyAI follow as the strongest alternatives for buyers who need integrated SEO-plus-AI workflows or lower-cost multi-engine citation monitoring, respectively. Ahrefs, Peec AI, AthenaHQ, AirOps, Conductor, LLM Pulse, and Citare round out the qualifying set of ten. The study sent one standardized prompt to seven AI platforms — OpenAI, Anthropic, DeepSeek, Grok, Perplexity, Kimi, and Google — and counted only entities named by at least two…","target_buyer":"Companies seeking AI Market Intelligence Platforms for Citation Architecture across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Know which first-party and third-party domains repeatedly influence AI answers","which sources support competitor recommendations","which publishers have the greatest apparent influence","where authority gaps exist","and how the source ecosystem changes over time"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-for-citation-architecture","title":"Best AI Market Intelligence Platforms for Citation Architecture","use_case":"AI Market Intelligence Platforms for Citation Architecture"}}