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summaries","entities":[{"average_rank":1.8,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":5,"platform_share":0.7142857142857143},{"average_rank":4,"best_rank":2,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"AthenaHQ","platform_mentions":5,"platform_share":0.7142857142857143},{"average_rank":6,"best_rank":4,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"OtterlyAI","platform_mentions":4,"platform_share":0.5714285714285714},{"average_rank":4.333333333333333,"best_rank":2,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Peec 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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 05:06:40.651728+00","research_date":"2026-09-19","source_snapshot_sha256":"5341cdf0b02f3ce061b6f7f563acf74232e28fae171235aa115ff25cee119c86","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":10,"ranking_unit":"Strategy, solution provider, or implementation partner"},"schema_version":4,"summary":"Profound is the consensus leader for AI Content Strategy Solutions for Recommendation Visibility, named by 5 of 7 platforms (71.4%) at an average listed position of 1.8 and a best position of 1. AthenaHQ also earned 5 mentions (71.4%, average 4.0), while OtterlyAI (4 mentions, 57.1%) and Peec AI and Semrush (3 mentions each, 42.9%) round out the most-cited options. For distinct buyer needs, Mersel AI and Clear Cited are the strongest managed-execution alternatives, Yolando and GEOCARA serve leaner teams, and Scrunch AI fits organizations pairing visibility intelligence with separate…","target_buyer":"Companies seeking AI Content Strategy Solutions for Recommendation Visibility across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Understand high-intent prompts","competitor recommendations","citation sources","citation architecture","content gaps","third-party authority","and the first-party content needed to support a broader GEO strategy"],"geography":"United States","slug":"best-ai-content-strategy-solutions-for-recommendation-visibility","title":"Best AI Content Strategy Solutions for Recommendation Visibility","use_case":"AI Content Strategy Solutions for Recommendation Visibility"}}