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summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":4,"platform_share":0.5714285714285714},{"average_rank":6.25,"best_rank":4,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Semrush","platform_mentions":4,"platform_share":0.5714285714285714},{"average_rank":3.3333333333333335,"best_rank":1,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"Frase","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":4.333333333333333,"best_rank":1,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Scrunch","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":1.5,"best_rank":1,"entity_id":"entity-005","entity_type":"company","final_rank":5,"name":"MarketMuse","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":3.5,"best_rank":2,"entity_id":"entity-006","entity_type":"company","final_rank":6,"name":"Clearscope","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":4,"best_rank":3,"entity_id":"entity-007","entity_type":"company","final_rank":7,"name":"Searchable","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":4,"best_rank":3,"entity_id":"entity-008","entity_type":"company","final_rank":8,"name":"Viali 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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 02:54:14.556079+00","research_date":"2026-09-19","source_snapshot_sha256":"cafa7af4cc639e9bd3d2c8feff4896a5abcf2e57482215837be9cf6a077d528e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Profound is the consensus leader in this 7-platform study of AI SEO and content optimization tools for creating citation-worthy content, named by 4 of 7 platforms (57.1%) with an average listed position of 3.0 and a best position of 1. Semrush also earned 4 mentions (57.1%) but ranked lower on average (6.25), while Frase (3 mentions, average 3.33) and Scrunch (3 mentions, average 4.33) lead the strongest alternatives for teams that need question-led drafting, page-level diagnostics, or AI-agent content delivery. Ten entities qualified by being named by at least two platforms. The principal…","target_buyer":"Companies seeking AI SEO Tools for Creating Citation-Worthy Content across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Tools that can help identify unanswered questions","original-data opportunities","factual gaps","useful comparisons","source requirements","topical depth","and the types of content AI systems may find valuable to cite"],"geography":"United States","slug":"best-ai-seo-tools-for-creating-citation-worthy-content","title":"Best AI SEO Tools for Creating Citation-Worthy Content","use_case":"AI SEO Tools for Creating Citation-Worthy Content"}}