{"citations":{"source_mix":{"company_owned":17,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":2},"total_sources":28,"unique_domain_count":12},"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 Agencies for AI Visibility Audits","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 Agencies for AI Visibility Audits","subject":"Astiva AI","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Astiva AI","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":"Astiva AI","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Astiva AI","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Astiva AI","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Astiva AI","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Astiva AI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/ai-visibility-audits/astiva-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/ai-visibility-audits/astiva-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-4FC143752DE3","title":"Astiva AI for AI Search Agencies for AI Visibility Audits: 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 04:31:31.58835+00","research_date":"2026-09-18","source_snapshot_sha256":"d1fbcce7d57a2e570a1c04ba3432197af15f346339d2e0e1dce46aa9d8dbf7b2","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":10,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Astiva AI is a mixed-to-good fit for AI search agencies running AI visibility audits, but not an unqualified one. Two of seven platforms named Astiva AI during ranking discovery (deepseek and kimi), both at rank 1, giving it a 28.6% share of included platform responses. The strongest reason to consider it is a low-cost, citation-focused audit stack: Starter at $99/month covers citation gaps, competitor benchmarking, and prompt history, while Growth at $249/month adds native GA4 revenue attribution. The main limitation is a material conflict between Astiva's own product and pricing pages over…","target_buyer":"Companies seeking AI Search Agencies for AI Visibility Audits across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Multi-platform coverage","prompt tracking","recommendation and mention measurement","citation tracking","competitor benchmarking","historical trend reporting","and executive-ready dashboards"],"geography":"United States","slug":"best-ai-search-agencies-for-ai-visibility-audits","title":"Best AI Search Agencies for AI Visibility Audits","use_case":"AI Search Agencies for AI Visibility Audits"}}