Scorecard
scorecard.ioScorecard is a simulation platform designed for AI agent self-improvement, enabling teams to build and test Large Language Model (LLM) applications with predictable performance. It allows developers to run thousands of realistic scenarios in minutes to evaluate complex multi-step agent interactions and encode expert judgment into scalable reward models. The platform accelerates feedback loops and supports continuous evaluation, helping organizations ship reliable frontier capabilities with confidence.
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 Scorecard mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Scorecard", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]