{"citations":{"source_mix":{"company_owned":28,"independent":18,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":7},"total_sources":46,"unique_domain_count":21},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Visibility Solutions for Citation Architecture and Recommendation Intelligence","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Solutions for Citation Architecture and Recommendation Intelligence","subject":"Dageno AI","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Dageno AI","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Dageno AI","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Dageno AI","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Dageno AI","unit":"platforms","value":3}],"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":7,"name":"Dageno AI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/citation-recommendation-intelligence/dageno-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/citation-recommendation-intelligence/dageno-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-6D3AB8930E7F","title":"Dageno AI for AI Visibility Solutions for Citation Architecture and Recommendation Intelligence: 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":"2026-09-19 15:10:50.900378+00","research_date":"2026-09-19","source_snapshot_sha256":"d3b21afdd1ff55164708a40dac319d8f844cc75bdc8bd71ede8e2aa173f46e40","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Software, service, or advisory solution provider"},"schema_version":4,"summary":"Dageno AI is a qualified but not unanimous fit for AI Visibility Solutions for Citation Architecture and Recommendation Intelligence. Two of the seven platforms in this study named Dageno AI during the ranking stage (anthropic, google), where it averaged rank 2.0 and peaked at rank 1. The strongest reason to consider it is its citation-first design: URL-level citation attribution, source-type classification, prompt-level competitor benchmarking, and a connected optimization workflow (-1, -4, ). The main limitation is verification depth: platform fit ratings split between strong, good, and…","target_buyer":"Companies seeking AI Visibility Solutions for Citation Architecture and Recommendation Intelligence across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation tracking","citation intelligence","source mapping","citation architecture analysis","competitor benchmarking","prompt-level research","historical measurement","and strategic interpretation of the findings"],"geography":"United States","slug":"best-ai-visibility-solutions-for-citation-architecture-and-recommendation-intelligence","title":"Best AI Visibility Solutions for Citation Architecture and Recommendation Intelligence","use_case":"AI Visibility Solutions for Citation Architecture and Recommendation Intelligence"}}