Mechanize
mechanize.workMechanize builds reinforcement learning environments and evaluation frameworks specifically designed for training and testing frontier coding agents. The company provides automated grading systems that score software engineering tasks, generating reward signals to help AI labs measure model capabilities and identify performance limits. Their core offering focuses on revealing the boundaries of current AI in complex software development workflows.
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 Mechanize mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Mechanize", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
