Observe is a SaaS observability platform designed to help SRE and DevOps teams analyze and investigate modern distributed applications significantly faster. It consumes any time-stamped data, including logs, metrics, and traces, and organizes this information into structured views, such as inventories of containers, pods, EC2 instances, and S3 buckets, along with the relationships among these components. This structured approach supports top-down troubleshooting so engineers do not have to begin by manually searching through raw log data.

The system maintains a history of application and infrastructure state, which is important for diagnosing issues in ephemeral environments. Within the Monitoring Software category, Observe uses an architecture that allows pricing to be based on actual usage, and this model is stated to be 10x lower in cost than incumbent solutions.

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