pymatgen (Python Materials Genomics) is an open-source Python library designed for robust materials analysis, providing flexible classes to represent structures and molecules. It offers extensive input/output support for various electronic structure codes and powerful tools for generating phase diagrams, Pourbaix diagrams, and diffusion analyses. The library serves as the core analysis engine powering the Materials Project and integrates with major external data sources.

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