Graphbrain

graphbrain.net

Graphbrain is an open-source Python library and scientific research tool designed for automated meaning extraction, text understanding, and knowledge exploration using Semantic Hypergraphs. It facilitates hybrid AI approaches by combining symbolic reasoning with statistical machine learning to support interdisciplinary research in computational social sciences, cognitive science, and the humanities. Note that this project has been superseded by Hyperbase.

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