GINO is an asynchronous object-relational mapping (ORM) library for Python designed specifically for asyncio applications. It provides a SQLAlchemy-like API with async capabilities, leveraging asyncpg for high-performance PostgreSQL driver integration and SQLAlchemy Core for robust SQL rendering. The library enables developers to build lightweight, explicit, and Pythonic database interactions through features like query building, async engines, and object loading.

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 GINO mentions
POST v3/ai_optimization/llm_mentions/search_mentions/live
[
    {
        "target": [
            {
                "domain": "python-gino.org",
                "search_filter": "include",
                "search_scope": ["sources"]
            }
        ],
        "order_by": ["ai_search_volume,desc"]
    }
]