TruLens
trulens.orgTruLens is an open-source evaluation and tracing framework designed for AI agents, Retrieval Augmented Generation (RAG) systems, and other LLM-based applications. It enables developers to objectively measure performance using customizable metrics such as groundedness, context relevance, and bias, facilitating faster iteration and production readiness. Originally created by TruEra and now shepherded by Snowflake, it integrates with existing observability stacks via OpenTelemetry to support scalable agent validation.
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 TruLens mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "TruLens", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
