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summaries","entities":[{"average_rank":5.428571428571429,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"OtterlyAI","platform_mentions":7,"platform_share":1},{"average_rank":1,"best_rank":1,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Profound","platform_mentions":6,"platform_share":0.8571428571428571},{"average_rank":3.6,"best_rank":2,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"Peec 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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 18:05:21.694531+00","research_date":"2026-09-18","source_snapshot_sha256":"2d3acbfdde75057311c82e357e654b05c7ab8edab300bd344fe20a8626a65404","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":8,"ranking_unit":"Strategy, solution provider, or implementation partner"},"schema_version":4,"summary":"OtterlyAI is the consensus leader in this 7-platform study of AI search intelligence solutions for citation architecture and competitive strategy, named by all seven platforms (100.0% share) with an average listed position of 5.43 and a best position of 4. Profound is the strongest alternative for enterprise-scale citation analytics and real-user prompt-volume data, ranking first on six of the seven platforms that named it. Peec AI, Semrush, and AthenaHQ serve distinct buyer needs: mid-market citation monitoring, integrated SEO-plus-AI visibility, and enterprise citation-architecture work…","target_buyer":"Companies seeking AI Search Intelligence Solutions for Citation Architecture and Competitive Strategy across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Recommendation tracking","competitor benchmarking","citation intelligence","citation architecture mapping","source-gap analysis","historical trends","and strategic interpretation that can be converted into an actionable GEO plan"],"geography":"United States","slug":"best-ai-search-intelligence-solutions-for-citation-architecture-and-competitive-strategy","title":"Best AI Search Intelligence Solutions for Citation Architecture and Competitive Strategy","use_case":"AI Search Intelligence Solutions for Citation Architecture and Competitive Strategy"}}