{"buyer_scenarios":[{"fit":"best_suited","scenario":"Companies needing a custom audit across ChatGPT, Claude, Gemini, Perplexity, Copilot, and Google AI Overviews ."},{"fit":"best_suited","scenario":"Teams requiring first-party, third-party, competitor, review, community, and authority-source mapping ."},{"fit":"best_suited","scenario":"Buyers wanting an action roadmap covering content, schema, entity, authority, and citation improvements ."},{"fit":"best_suited","scenario":"Brands seeking integrated AI visibility optimization where citation auditing is one component of a broader repositioning strategy ."},{"fit":"not_best_suited","scenario":"Buyers requiring transparent self-serve software pricing or an immediately purchasable standardized plan ."},{"fit":"not_best_suited","scenario":"Organizations needing independently validated causal proof that recommendations will increase AI citations or revenue ."},{"fit":"not_best_suited","scenario":"Teams seeking only a narrow technical crawl audit without prompt testing, competitor analysis, or authority-source work ."},{"fit":"not_best_suited","scenario":"Buyers seeking an independent, audit-only assessment without commitment to remediation services ."}],"citations":{"source_mix":{"company_owned":23,"independent":4,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":4},"total_sources":29,"unique_domain_count":14},"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 Architecture Audits","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["google","grok"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Audits","subject":"The Enough Agency","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"The Enough Agency","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":"The Enough Agency","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"The Enough Agency","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"The Enough Agency","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"The Enough Agency","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/architecture-audits/the-enough-agency.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/architecture-audits/the-enough-agency","report_type":"fit_review","study_id":"AIMCI-STUDY-E31ADA9654DA","title":"The Enough Agency for AI Citation Architecture 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":"2026-09-17 12:14:20.236887+00","research_date":"2026-09-17","source_snapshot_sha256":"4146ef383ddca46c942ec9a035372c6ef440dfb834854a43abf922265d39205e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":52,"qualified_finalists":6,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"The Enough Agency is a good fit for AI Citation Architecture Audits, with procurement caution. Two of seven platforms named it during the ranking stage — Google (rank 1) and Grok (rank 3) — giving it a 28.6% share of included platform responses and an average listed rank of 2.0. The strongest reason to consider it is that its publicly described services map closely to the buyer's required tasks: multi-engine prompt testing, first-party and third-party source mapping, competitor citation benchmarking, authority-gap detection, and a prioritized 30–90 day remediation roadmap . The main…","target_buyer":"Companies seeking AI Citation Architecture Audits across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Map first-party and third-party sources","identify which domains influence AI answers","compare competitor citation networks","detect missing authority sources","evaluate source concentration","and receive a prioritized plan for improving its citation environment"],"geography":"United States","slug":"best-ai-citation-architecture-audits","title":"Best AI Citation Architecture Audits","use_case":"AI Citation Architecture Audits"}}