UMNAI
umnai.comUMNAI provides neuro-symbolic AI solutions that combine machine learning with explicit logic to enable explainable and defensible decision-making in regulated industries. Their platform integrates real-time policy enforcement, built-in governance, and hybrid intelligence into a single deployable artifact, addressing the limitations of traditional ML and LLMs. The technology is designed for engineering teams in sectors like financial services to build auditable decision engines for credit risk, fraud detection, and compliance.
LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.
Normalized 0–100 · last 8 weeks
DataForSEO API
Get LLM mention data of any company via DataForSEO API
Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count.
How to get LLM mention data →// Fetch UMNAI mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "UMNAI", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
