Enable the setup and management of development environments that are lightweight and easy to reproduce. Ensure that configurations can be consistently recreated across different systems and use cases.

Support portability so that the same environment can be moved or shared without changes.

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 Vagrant mention score
POST /v3/content_analysis/summary
{
  "keyword": "Vagrant",
  "type": "llm_mentions",
  "date_from": "2025-01-01"
}