{"citations":{"source_mix":{"company_owned":16,"independent":31,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":6},"total_sources":48,"unique_domain_count":32},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI SEO Tools for Publishers and Review Websites","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI SEO Tools for Publishers and Review Websites","subject":"SE Ranking","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"SE Ranking","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"SE Ranking","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"SE Ranking","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"SE Ranking","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/publishers-review-websites/se-ranking.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/publishers-review-websites/se-ranking","report_type":"fit_review","study_id":"AIMCI-STUDY-BBB28D80CAAC","title":"SE Ranking for AI SEO Tools for Publishers and Review Websites: AI Consensus Fit Review"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"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 22:46:06.529872+00","research_date":"2026-09-18","source_snapshot_sha256":"1c3be0ff499ffcbfb6be218d2a98db95d94e47a016e22c5b90a5de3f07ccb168","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"SE Ranking is a good fit for publishers and review websites that want conventional SEO research, content optimization, competitor analysis, and prompt-based AI-search visibility tracking in one platform. Two of the seven platforms in this study named SE Ranking during the ranking stage — Perplexity at rank 1 and Anthropic at rank 5 — giving it an average listed rank of 3.0 and a 28.6% share of included platform responses. The strongest reason to consider it is the combination of source/citation analysis with a broad SEO suite at mid-tier pricing. The main limitation is that AI visibility…","target_buyer":"Publishers and review websites that depend on source eligibility, citation visibility, and category authority","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Content research","question and topic discovery","optimization recommendations","entity and source coverage","content-gap analysis","competitive comparisons","and AI-search visibility support"],"geography":"United States","slug":"best-ai-seo-tools-for-publishers-and-review-websites","title":"Best AI SEO Tools for Publishers and Review Websites","use_case":"AI SEO Tools for Publishers and Review Websites"}}