{"citations":{"source_mix":{"company_owned":28,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":1},"total_sources":33,"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 Audit and Market Intelligence Partners for Strategy and Execution","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Audit and Market Intelligence Partners for Strategy and Execution","subject":"AEO Engine","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AEO Engine","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"AEO Engine","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"AEO Engine","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":"AEO Engine","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":"AEO Engine","unit":"platforms","value":2}],"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":6,"name":"AEO Engine","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/partners-strategy-execution/aeo-engine.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/partners-strategy-execution/aeo-engine","report_type":"fit_review","study_id":"AIMCI-STUDY-506299A12EDA","title":"AEO Engine for AI Search Audit and Market Intelligence Partners for Strategy and Execution: 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.","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_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 18:27:36.146264+00","research_date":"2026-09-18","source_snapshot_sha256":"4506ed21a7ee9ff479b328f716bfe4443545535898956e8f0137a68c71822d76","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":52,"qualified_finalists":10,"ranking_unit":"Strategic partner, agency, platform, or service provider"},"schema_version":4,"summary":"AEO Engine is a good fit for buyers who want a managed AEO/GEO partner that combines an initial audit, bounded prompt tracking, strategic interpretation, and hands-on content, technical, and authority execution under one provider. Two of seven platforms named AEO Engine during the ranking stage (google, perplexity), so its inclusion rests on limited ranking-stage support. The strongest reason to consider it is the audit-to-execution workflow: free AEO/GEO audit tools feed a managed program that ships fixes rather than only reporting them. The main limitation is evidence quality: nearly all…","target_buyer":"Companies seeking AI Search Audit and Market Intelligence Partners for Strategy and Execution across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["A rigorous audit","large-scale prompt research","recommendation and citation measurement","competitor benchmarking","citation architecture analysis","source intelligence","historical tracking","executive reporting","strategic interpretation","and help implementing the resulting GEO or AEO priorities"],"geography":"United States","slug":"best-ai-search-audit-and-market-intelligence-partners-for-strategy-and-execution","title":"Best AI Search Audit and Market Intelligence Partners for Strategy and Execution","use_case":"AI Search Audit and Market Intelligence Partners for Strategy and Execution"}}