{"buyer_scenarios":[{"fit":"best_suited","scenario":"Companies needing AI visibility and competitive share-of-voice monitoring across ChatGPT, Gemini, Perplexity, and Google AI Mode ."},{"fit":"best_suited","scenario":"Teams that want prompt-level answers, citation analysis, sentiment, historical trends, and AI referral-traffic measurement in one platform (, -2, -8)."},{"fit":"best_suited","scenario":"Marketers that value Similarweb's broader SEO, competitive-intelligence, and web-traffic datasets (, -2)."},{"fit":"best_suited","scenario":"Enterprise marketing teams connecting AI visibility metrics to downstream traffic impact (-8, -5)."},{"fit":"not_best_suited","scenario":"Buyers requiring a clearly documented, platform-neutral recommendation-position metric ."},{"fit":"not_best_suited","scenario":"Organizations needing independently audited recommendation-share measurements rather than vendor-reported visibility and mention metrics (, -25, kimi:unclear1)."},{"fit":"not_best_suited","scenario":"Teams needing extensive prompt volume, user seats, or fully disclosed enterprise limits at the published entry price (, -1, )."},{"fit":"not_best_suited","scenario":"Buyers whose primary goal is citation-quality analysis or prompt-level brand positioning versus traffic attribution (-3, -2)."}],"citations":{"source_mix":{"company_owned":26,"independent":12,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":3},"total_sources":38,"unique_domain_count":14},"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 Intelligence Platforms for Recommendation Share","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Search Intelligence Platforms for Recommendation Share","subject":"Similarweb","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Similarweb","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Similarweb","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Similarweb","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Similarweb","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"Similarweb","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/recommendation-share/similarweb.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/recommendation-share/similarweb","report_type":"fit_review","study_id":"AIMCI-STUDY-09C40CC58F35","title":"Similarweb for AI Search Intelligence Platforms for Recommendation Share: 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 16:18:15.61548+00","research_date":"2026-09-18","source_snapshot_sha256":"10b19284172fb3758682c7b717dce9427e93ad888ea6b079c6ecec89e7cb012c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Similarweb is a good fit for broad AI-search visibility, competitive benchmarking, prompt analysis, citation tracking, and optimization workflows, but only a mixed fit for buyers whose primary requirement is a rigorously separated recommendation-share metric. Two of seven platforms named Similarweb during the ranking stage, giving it a 28.6% share of included platform responses, an average listed rank of 5.5, and a best listed rank of 5. The strongest reason to consider it is the combination of real-user prompt data, multi-platform coverage, historical tracking, and downstream AI…","target_buyer":"Companies seeking AI Search Intelligence Platforms for Recommendation Share across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Recommendation frequency","recommendation position","platform-level differences","historical trends","category comparisons","and the ability to distinguish recommendation share from simple mention share"],"geography":"United States","slug":"best-ai-search-intelligence-platforms-for-recommendation-share","title":"Best AI Search Intelligence Platforms for Recommendation Share","use_case":"AI Search Intelligence Platforms for Recommendation Share"}}