{"citations":{"source_mix":{"company_owned":35,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":8},"total_sources":43,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Building Agencies for Ecommerce Brands","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for Ecommerce Brands","subject":"AEO Engine","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AEO Engine","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","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":"2026-09-17","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":"2026-09-17","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"AEO Engine","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-17","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":5.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"AEO Engine","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/ecommerce-agencies/aeo-engine.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/ecommerce-agencies/aeo-engine","report_type":"fit_review","study_id":"AIMCI-STUDY-60A2CEF39F9A","title":"AEO Engine for AI Citation Building Agencies for Ecommerce Brands: 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":"2026-09-17 13:59:34.144873+00","research_date":"2026-09-17","source_snapshot_sha256":"3eeaabcd08a7840c825191e4c993ef34588c0ec54ed2a7efd8fd59b874d736ae","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":53,"qualified_finalists":5,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"AEO Engine is a good but diligence-dependent fit for ecommerce brands that want an outsourced, always-on SEO-plus-AI-citation execution system. Two of the seven platforms in this study named AEO Engine during the ranking stage — Grok (rank 3) and Perplexity (rank 8) — giving it an average listed rank of 5.5 and a 28.6% share of included platform responses. The strongest reason to consider it is its execution-oriented managed model combining technical SEO, schema, answer-ready content, entity optimization, authority development, and AI citation tracking. The main limitation is that…","target_buyer":"Ecommerce brands competing in product discovery, comparison, review, and purchase-intent AI search prompts","topic":{"base_category":"AI citation and authority building","category_criteria":["Competitor citation analysis","publisher and review-site intelligence","citation architecture mapping","product content strategy","third-party authority development","and measurement"],"geography":"United States","slug":"best-ai-citation-building-agencies-for-ecommerce-brands","title":"Best AI Citation Building Agencies for Ecommerce Brands","use_case":"AI Citation Building Agencies for Ecommerce Brands"}}