---
name: Middleware
domain: middleware.io
kind: product
relation: competitor
segment: Web Application and Frontend Hosting Platform
descGrounded: 0.68
---

# Middleware

A full-stack observability platform that monitors infrastructure, applications, and user experience and uses an AI agent to detect and fix issues in production.

**Route:** surfaced by the Web Application and Frontend Hosting Platform lane's de-branded queries → competitor to vercel.com.

**Why it's on the map:** Sells the same full-stack observability capability—infra monitoring, APM, RUM, log analysis, and AI-driven troubleshooting—to the same SREs, backend engineers, and platform teams who would shortlist Vercel for observability of their web applications and AI workloads.

**Receipts** (verbatim from its page this run):

> Middleware is a full-stack observability platform that detects issues from infra, APM, RUM and resolves them using the AI SRE Agent.

**Edges:**

- competitor [[konghq-com]]
- competitor [[vercel-com]]
- discusses [[daily-dev]]
- competitor [[github-com]]
- lists [[nextradar-dev]]
- competitor [[nextjs-org]]
- competitor [[ngrok-com]]
- competitor [[tyk-io]]
- competitor [[tigera-io]]
- competitor [[signoz-io]]
- competitor [[newrelic-com]]
- competitor [[openrouter-ai]]
- competitor [[prismic-io]]
