Refine is an open-source React-based framework designed to accelerate the development of enterprise-grade internal tools and B2B applications. It leverages AI agents to automatically generate code from existing REST APIs or Supabase backends, enabling developers to build complex dashboards, CRMs, and admin panels rapidly. The platform emphasizes security and flexibility, offering self-hosting capabilities for compliance and pure React output for full ownership.

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