{"citations":{"source_mix":{"company_owned":13,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":4},"total_sources":20,"unique_domain_count":13},"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 Mid-Market Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for Mid-Market Companies","subject":"Helium SEO","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Helium SEO","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["google"],"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","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Helium SEO","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek"],"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","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Helium SEO","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.333333333333333,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Helium SEO","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/mid-market-audits/helium-seo.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/mid-market-audits/helium-seo","report_type":"fit_review","study_id":"AIMCI-STUDY-9DF510A4CE76","title":"Helium SEO for AI Search Audits for Mid-Market Companies: 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.","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 10:37:39.392734+00","research_date":"2026-09-18","source_snapshot_sha256":"1069a69ef4646f9386eb981477cbdb57c7b7af68bfd09aa48f109df535a17d2e","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 fit for mid-market companies that want a managed AI search audit rather than a self-service dashboard. Three of seven platforms named it during ranking discovery, and it finished first overall. Its strongest asset is the advertised AI Deep Dive Audit: 250-plus high-intent prompts, competitor benchmarking, citation and source-domain analysis, and a prioritized, developer-ready roadmap. The main limitation is evidence quality. Public pricing, contract terms, engine coverage, and methodology are undisclosed or conflicting, and nearly all supporting material is…","target_buyer":"Mid-market companies that need sophisticated AI search intelligence without enterprise-level complexity or cost","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-mid-market-companies","title":"Best AI Search Audits for Mid-Market Companies","use_case":"AI Search Audits for Mid-Market Companies"}}