{"citations":{"source_mix":{"company_owned":32,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":3},"total_sources":39,"unique_domain_count":15},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Architecture Platforms","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Platforms","subject":"Similarweb","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Similarweb","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Similarweb","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/architecture-platforms/similarweb.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/architecture-platforms/similarweb","report_type":"fit_review","study_id":"AIMCI-STUDY-71DB451BABB0","title":"Similarweb for AI Citation Architecture Platforms: 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.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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_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 10:51:56.993169+00","research_date":"2026-09-17","source_snapshot_sha256":"8d0a33b8e88ebd2b754f90d19967003bbaee68bedbe432b67476c56edff50ea6","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Similarweb is a good, not strong, fit for AI Citation Architecture Platforms. Three of the seven included platforms named it during ranking discovery, and six of seven returned a usable fit assessment. Its strongest evidence-backed use is citation and source intelligence: mapping influential domains and URLs, tying them to topics and prompts, benchmarking competitors, tracking visibility over time, and surfacing authority gaps. The main limitation is unclear breadth across AI engines and recommendation surfaces, compounded by vendor-defined metrics, published prompt caps, fixed campaign…","target_buyer":"Companies seeking AI Citation Architecture Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Source mapping","competitor comparison","prompt-level citation data","historical tracking","and identification of authority gaps"],"geography":"United States","slug":"best-ai-citation-architecture-platforms","title":"Best AI Citation Architecture Platforms","use_case":"AI Citation Architecture Platforms"}}