Middleware

middleware.io

Middleware is a full-stack observability platform that unifies infrastructure monitoring, application performance management (APM), log analysis, and real-user monitoring into a single interface. The solution features an AI-driven SRE agent capable of automatically detecting production issues, identifying root causes, and generating code fixes via pull requests. It provides enterprise-grade security and scalability for engineering teams seeking to reduce debugging time and operational costs.

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 Middleware mentions
POST v3/ai_optimization/llm_mentions/search_mentions/live
[
    {
        "target": [
            {
                "domain": "middleware.io",
                "search_filter": "include",
                "search_scope": ["sources"]
            }
        ],
        "order_by": ["ai_search_volume,desc"]
    }
]