RAW.works

raw.works

RAW.works is the professional portfolio and research platform of Raymond A. Weitekamp, focusing on advanced artificial intelligence engineering and agent architecture. The site documents technical explorations into Reinforcement Learning Models (RLMs), code execution as reasoning, and the development of scalable skills registries for AI agents. It serves as a hub for open-source projects like OpenProse and neThing.xyz, highlighting innovations in long-chain-of-thought benchmarks and agent safety.

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