EnMasse is an open source project designed to deliver managed, self-service messaging on Kubernetes, offering a consistent interface for working with multiple underlying messaging technologies. It enables users to standardize how they configure and operate diverse messaging systems through a single management layer.

The platform can be deployed on an organization’s own infrastructure or in cloud environments, supporting flexible runtime options. By providing this unified approach, EnMasse reduces the complexity involved in setting up and maintaining messaging infrastructure across different environments.

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