{"citations":{"source_mix":{"company_owned":110,"independent":93,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":121,"partial":44},"total_sources":203,"unique_domain_count":82},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Visibility Platforms for Citation Architecture Analysis","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Citation Architecture Analysis","subject":"Profound","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Profound","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Citation Architecture Analysis","subject":"Peec AI","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Peec AI","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Citation Architecture Analysis","subject":"OtterlyAI","unit":"rank","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"OtterlyAI","unit":"platforms","value":4},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Citation Architecture Analysis","subject":"Ahrefs Brand Radar","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Ahrefs Brand Radar","unit":"platforms","value":3},{"claim_id":"claim-010","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Citation Architecture Analysis","subject":"Semrush AI Toolkit","unit":"rank","value":5},{"claim_id":"claim-011","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Semrush AI Toolkit","unit":"platforms","value":3},{"claim_id":"claim-012","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Citation Architecture Analysis","subject":"Rankscale","unit":"rank","value":6},{"claim_id":"claim-013","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Rankscale","unit":"platforms","value":2},{"claim_id":"claim-014","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Citation Architecture Analysis","subject":"Writesonic","unit":"rank","value":7},{"claim_id":"claim-015","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Writesonic","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":6,"platform_share":1},{"average_rank":2.8,"best_rank":1,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Peec AI","platform_mentions":5,"platform_share":0.8333333333333334},{"average_rank":5.25,"best_rank":3,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"OtterlyAI","platform_mentions":4,"platform_share":0.6666666666666666},{"average_rank":3,"best_rank":2,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Ahrefs Brand Radar","platform_mentions":3,"platform_share":0.5},{"average_rank":3.6666666666666665,"best_rank":2,"entity_id":"entity-005","entity_type":"company","final_rank":5,"name":"Semrush AI Toolkit","platform_mentions":3,"platform_share":0.5},{"average_rank":6.5,"best_rank":5,"entity_id":"entity-006","entity_type":"company","final_rank":6,"name":"Rankscale","platform_mentions":2,"platform_share":0.3333333333333333},{"average_rank":7.5,"best_rank":6,"entity_id":"entity-007","entity_type":"company","final_rank":7,"name":"Writesonic","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/citation-architecture.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/citation-architecture","report_type":"best_of_index","study_id":"AIMCI-STUDY-F36045643302","title":"Best AI visibility and LLM monitoring platforms for AI Visibility Platforms for Citation Architecture Analysis: 6-Platform AI Consensus Index"},"limitations":["Exactly 6 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":6,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","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":"2026-09-19 12:40:22.547289+00","research_date":"2026-09-19","source_snapshot_sha256":"6a0455534e32475552edfe89ee56fa68e1553ab024cd7929a846f5a57a7b26a4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":7,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Profound is the consensus leader for citation architecture analysis, named by all six platforms studied and ranked first by four of them. Peec AI is the strongest alternative for teams that need a used-versus-cited source distinction and daily prompt-level tracking at self-serve prices. OtterlyAI is the value option for cited-URL and cited-domain discovery, Ahrefs Brand Radar suits organizations already invested in Ahrefs SEO data, Semrush AI Toolkit fits teams that want AI citations inside an existing SEO suite, Rankscale offers the widest advertised engine coverage at the lowest entry…","target_buyer":"Companies seeking AI Visibility Platforms for Citation Architecture Analysis across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Which first-party and third-party sources AI systems rely upon","which domains appear repeatedly","which sources support competitor recommendations","where the company's authority gaps exist","and how that source ecosystem changes over time"],"geography":"United States","slug":"best-ai-visibility-platforms-for-citation-architecture-analysis","title":"Best AI Visibility Platforms for Citation Architecture Analysis","use_case":"AI Visibility Platforms for Citation Architecture Analysis"}}