Self-Refine
selfrefine.infoSelf-Refine is an open-source framework that enables Large Language Models (LLMs) to iteratively refine their outputs through a self-feedback loop. It improves performance on diverse tasks by generating actionable feedback and applying refinements without requiring supervised training data or reinforcement learning. The approach leverages a single LLM to enhance output quality across multiple dimensions.
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 Self-Refine mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Self-Refine", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
