{"buyer_scenarios":[{"fit":"best_suited","scenario":"Marketing teams that want a buyer-query and competitor snapshot without buying software ."},{"fit":"best_suited","scenario":"Companies wanting a prioritized 90-day content and technical roadmap they can execute themselves ."},{"fit":"best_suited","scenario":"Teams that value a no-call, five-business-day deliverable over an interactive dashboard ."},{"fit":"best_suited","scenario":"Organizations planning to convert audit findings into a paid Ariad Partners engagement for implementation (-3, )."},{"fit":"not_best_suited","scenario":"Enterprise scale. The audit is positioned toward B2B SMBs; enterprise applicability is not established (, -3, )."},{"fit":"not_best_suited","scenario":"Continuous monitoring. No confirmed recurring tracking, dashboard, API, raw-data export, or alerting (, -3)."},{"fit":"not_best_suited","scenario":"Transparent methodology. No public methodology for prompt selection, sample size, geographic personalization, model versions, or test frequency (, kimi:ariad-1)."},{"fit":"not_best_suited","scenario":"Exportable raw data. Buyers requiring exportable raw data or independently validated benchmarks are not served by the public description (, -3)."}],"citations":{"source_mix":{"company_owned":8,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":5,"partial":7},"total_sources":23,"unique_domain_count":15},"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 Audits for B2B Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for B2B Companies","subject":"Ariad Partners","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ariad Partners","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":"Ariad Partners","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ariad Partners","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ariad Partners","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":"Ariad Partners","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Ariad Partners","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/b2b-audits/ariad-partners.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/b2b-audits/ariad-partners","report_type":"fit_review","study_id":"AIMCI-STUDY-0C3849352E59","title":"Ariad Partners for AI Search Audits for B2B Companies: 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.","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 11:07:38.106705+00","research_date":"2026-09-18","source_snapshot_sha256":"313d009193efb4262e5ec106431f6f5c55f20e274ce9d7f07b574c748fbc31a0","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":51,"qualified_finalists":6,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Ariad Partners is a good fit for B2B small and mid-sized businesses that want a free, fast, one-time AI search visibility diagnostic covering ChatGPT, Perplexity, Google AI Overviews, and Gemini. Two of seven platforms named Ariad Partners during the ranking stage (grok and perplexity), a 28.6% share of included platform responses, with an average listed rank of 4.0 and a best rank of 1. The strongest reason to consider it is the zero-cost AI Visibility Audit, which bundles competitor comparison, structural gap analysis, a content opportunity map, and a prioritized 90-day roadmap delivered…","target_buyer":"B2B marketing and revenue teams focused on vendor discovery, buying-journey prompts, and competitor comparisons","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Recommendation analysis","competitor benchmarking","citation and source intelligence","citation architecture mapping","content-gap analysis","and a prioritized strategy for improving visibility during the buying journey"],"geography":"United States","slug":"best-ai-search-audits-for-b2b-companies","title":"Best AI Search Audits for B2B Companies","use_case":"AI Search Audits for B2B Companies"}}