TextGrad
textgrad.comTextGrad is an automated prompt optimization framework that leverages gradient-based methods to refine and improve natural language prompts for large language models. It enables developers to systematically enhance prompt performance by treating prompts as differentiable parameters, thereby optimizing outputs for specific tasks without requiring manual iteration.
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 TextGrad mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "TextGrad", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
