{"citations":{"source_mix":{"company_owned":25,"independent":10,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":7},"total_sources":37,"unique_domain_count":20},"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 Recommendation Intelligence Platforms","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Recommendation Intelligence Platforms","subject":"Loamly","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Loamly","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Loamly","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Loamly","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Loamly","unit":"platforms","value":2}],"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":6,"name":"Loamly","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/recommendation-intelligence/loamly.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/recommendation-intelligence/loamly","report_type":"fit_review","study_id":"AIMCI-STUDY-1DE273202CE1","title":"Loamly for AI Recommendation Intelligence 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.","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":"2026-09-18 15:04:18.837624+00","research_date":"2026-09-18","source_snapshot_sha256":"da60b12e6a20f85335542b90a2cc9b2ab6dd4fa106b5bf5b75c4e84f9a6ecbdf","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":49,"qualified_finalists":7,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Loamly is a good fit for buyers who need recommendation-specific diagnosis rather than generic AI visibility scores. Two of seven platforms named Loamly during the ranking stage (kimi and perplexity), 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 its explicit separation of recommendations from mentions, combined with citation tracing, competitor positioning, and longitudinal monitoring. The main limitation is thin independent evidence: most capability claims are company-authored,…","target_buyer":"Companies seeking AI Recommendation Intelligence Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Distinguish recommendations from simple mentions","measure recommendation coverage and position","compare competitors","identify high-value prompts","and track changes over time"],"geography":"United States","slug":"best-ai-recommendation-intelligence-platforms","title":"Best AI Recommendation Intelligence Platforms","use_case":"AI Recommendation Intelligence Platforms"}}