Nao is an open-source platform that enables organizations to build, evaluate, and deploy reliable analytics agents through a process called context engineering. It allows users to structure data stack metadata, documentation, and business rules into a file-system-like context to improve AI agent accuracy. The solution supports self-hosting, custom LLM integration, and deployment across various interfaces including Slack, Teams, and web chat.

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 Nao mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Nao",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]