{"citations":{"source_mix":{"company_owned":21,"independent":5,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":10},"total_sources":27,"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 Competitor Recommendation Analysis","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Agencies for Competitor Recommendation Analysis","subject":"MV3 Marketing","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"MV3 Marketing","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":"MV3 Marketing","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"MV3 Marketing","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"MV3 Marketing","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"MV3 Marketing","unit":"platforms","value":1}],"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":1,"name":"MV3 Marketing","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/competitor-recommendation-analysis/mv3-marketing.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/competitor-recommendation-analysis/mv3-marketing","report_type":"fit_review","study_id":"AIMCI-STUDY-E97772A716A2","title":"MV3 Marketing for AI Search Agencies for Competitor Recommendation Analysis: 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 01:01:25.215305+00","research_date":"2026-09-18","source_snapshot_sha256":"431d29ef3cbed27395e6242b33648261fd999a06d92aa30a77fb4feb364842ca","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":50,"qualified_finalists":2,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"MV3 Marketing is a qualified but contested fit for competitor recommendation analysis. Two of seven platforms named it during ranking discovery, both at rank 1, giving it a 28.6% share of included platform responses and an average listed rank of 1.0. Its strongest asset is the productized $997 GEO Audit, which company pages describe as sweeping 15+ AI models across 30–60 category prompts and benchmarking citation gaps against top competitors. The main limitation is verification: fit ratings split from \"strong\" (Google, Grok) to \"weak\" (Kimi), public pages conflict on model counts, competitor…","target_buyer":"Companies seeking AI Search Agencies for Competitor Recommendation Analysis across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["An agency capable of measuring recommendation frequency and position","identifying the prompts where competitors dominate","analyzing the citation architecture and third-party sources supporting those recommendations","identifying authority and content gaps","and turning those findings into an improvement strategy"],"geography":"United States","slug":"best-ai-search-agencies-for-competitor-recommendation-analysis","title":"Best AI Search Agencies for Competitor Recommendation Analysis","use_case":"AI Search Agencies for Competitor Recommendation Analysis"}}