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summaries","entities":[{"average_rank":1.8333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":6,"platform_share":0.8571428571428571},{"average_rank":4.75,"best_rank":3,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"OtterlyAI","platform_mentions":4,"platform_share":0.5714285714285714},{"average_rank":6,"best_rank":4,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"Peec 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Digital","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/citation-recommendation-intelligence.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/citation-recommendation-intelligence","report_type":"best_of_index","study_id":"AIMCI-STUDY-326013293A40","title":"Best AI search and GEO agencies for AI Search Partners for Citation Architecture and Recommendation Intelligence: 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":"2026-09-18 08:28:31.22676+00","research_date":"2026-09-18","source_snapshot_sha256":"2f7e2cb90e0b4047b22686e73f25a4f7172383cb6974c5b8907e14e7d99f62e9","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":52,"qualified_finalists":7,"ranking_unit":"Strategic partner, agency, platform, or service provider"},"schema_version":4,"summary":"Profound is the consensus leader for AI Search Partners for Citation Architecture and Recommendation Intelligence, named by 6 of 7 platforms (85.7% share) at an average listed position of 1.83 and a best position of 1. The strongest alternatives for distinct buyer needs are OtterlyAI for lower-cost self-serve citation and gap monitoring, Peec AI for URL- and domain-level source-gap analysis, AthenaHQ for enterprise citation-probability prediction, Semrush for teams already inside an SEO suite, iPullRank for technical Relevance Engineering, and Go Fish Digital for semantic architecture plus…","target_buyer":"Companies seeking AI Search Partners for Citation Architecture and Recommendation Intelligence across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Recommendation tracking","citation intelligence","competitor benchmarking","citation architecture mapping","source-gap analysis","historical measurement","and an actionable strategy for improving its position"],"geography":"United States","slug":"best-ai-search-partners-for-citation-architecture-and-recommendation-intelligence","title":"Best AI Search Partners for Citation Architecture and Recommendation Intelligence","use_case":"AI Search Partners for Citation Architecture and Recommendation Intelligence"}}