{"citations":{"source_mix":{"company_owned":15,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":4},"total_sources":22,"unique_domain_count":15},"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 Search Audits for Publishers and Review Websites","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for Publishers and Review Websites","subject":"Helium SEO","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Helium SEO","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Helium SEO","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Helium SEO","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Helium SEO","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Helium SEO","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Helium SEO","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/publisher-audits/helium-seo.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/publisher-audits/helium-seo","report_type":"fit_review","study_id":"AIMCI-STUDY-9F9B9DDE72D5","title":"Helium SEO for AI Search Audits 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","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 12:08:35.629901+00","research_date":"2026-09-18","source_snapshot_sha256":"e2ea5419fce1d73b86770b190c84eaf2b429b32c62e2a04dee5f544c10af6d20","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":40,"qualified_finalists":10,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Helium SEO is a qualified but uneven fit for publishers and review websites buying an AI search audit. Two of seven platforms named it during ranking discovery (deepseek, kimi), both at rank 3, giving it a 28.6% share of included platform responses and an average listed rank of 3.0. The strongest reason to consider it is the AI Deep Dive Audit, which company materials describe as testing more than 250 prompts across leading AI platforms and delivering four reports covering content, outreach, technical, and competitive findings . The main limitation is evidence quality: pricing is not…","target_buyer":"Publishers and review websites that depend on source eligibility, citation visibility, and category authority","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Recommendation analysis","mention and citation measurement","competitor benchmarking","influential source-domain analysis","content and authority gaps","and prioritized improvement roadmap"],"geography":"United States","slug":"best-ai-search-audits-for-publishers-and-review-websites","title":"Best AI Search Audits for Publishers and Review Websites","use_case":"AI Search Audits for Publishers and Review Websites"}}