{"citations":{"source_mix":{"company_owned":30,"independent":11,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":7},"total_sources":44,"unique_domain_count":16},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI SEO Tools for WordPress","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI SEO Tools for WordPress","subject":"Yoast SEO","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Yoast SEO","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Yoast SEO","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/wordpress/yoast-seo.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/wordpress/yoast-seo","report_type":"fit_review","study_id":"AIMCI-STUDY-27087A3EA9A8","title":"Yoast SEO for AI SEO Tools for WordPress: 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.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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_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 22:58:17.191357+00","research_date":"2026-09-18","source_snapshot_sha256":"70294558b297f7cb319ac0d07bf7436a697bd1812e3f58488b3241345dad0c8b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":8,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Yoast SEO is a good fit for WordPress site owners and content teams that want AI-assisted on-page optimization inside the WordPress editor. Five of the seven included platforms named Yoast SEO during the ranking stage, and six of seven returned a usable fit assessment; four rated the fit \"good\" and two rated it \"mixed.\" The strongest reason to consider it is the WordPress-native workflow: AI Generate, AI Optimize, AI Summarize, and AI Content Planner run inside the editor alongside conventional SEO and readability analysis . The main limitation is scope: Yoast is an optimization and…","target_buyer":"WordPress site owners and content teams needing practical AI SEO and content optimization workflows","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Content recommendations","optimization guidance","topic research","on-page assistance","and features relevant to both traditional and AI search"],"geography":"United States","slug":"best-ai-seo-tools-for-wordpress","title":"Best AI SEO Tools for WordPress","use_case":"AI SEO Tools for WordPress"}}