Bmg is a relational algebra library for Ruby and TypeScript that enables developers to query, transform, and reason about data using a consistent set of algebraic operations. It supports multiple data sources, including in-memory arrays, CSV files, JSON, Redis, and SQL databases, allowing for seamless integration with existing frameworks like ActiveRecord or Sequel.

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 Bmg mentions
POST v3/ai_optimization/llm_mentions/search_mentions/live
[
    {
        "target": [
            {
                "domain": "relational-algebra.dev",
                "search_filter": "include",
                "search_scope": ["sources"]
            }
        ],
        "order_by": ["ai_search_volume,desc"]
    }
]