Mangum is an adapter library for Python that enables the deployment of ASGI (Asynchronous Server Gateway Interface) applications on serverless platforms and traditional WSGI servers. It allows developers to run modern, asynchronous web frameworks like Starlette or FastAPI in environments such as AWS Lambda, Azure Functions, or standard HTTP servers without requiring significant code changes.

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