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WunderGraph

wundergraph.com Cloud Infrastructure
55
AI Score

WunderGraph — a leading Cloud Infrastructure solution.

Does ChatGPT recommend WunderGraph? Is WunderGraph good according to AI? We track how ChatGPT, Gemini, Claude, and DeepSeek mention WunderGraph across hundreds of real prompts to calculate an AI visibility score. With a score of 55/100, WunderGraph has moderate AI visibility — there's room to improve.

0%
ChatGPT
0%
Gemini
0%
Claude
0%
DeepSeek
100%
Mistral
11%
Mention Rate
0
Positive
1
Negative
1
Scans

Data from official APIs. AI responses vary by context. Scores based on 1 scan. Our methodology →

AI Visibility Trend

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Mention Rate by Engine

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Sentiment Breakdown

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✅ What AI Says Is Good

  • High reliability
  • Extensive service catalog
  • Strong security

⚠️ What AI Says Needs Work

  • Can be expensive without optimization
  • Vendor lock-in

🏆 Competitors AI Mentions

🔗 Sources AI Cites

🤖 AI Readiness Score

How prepared is WunderGraph for AI-driven discovery?

70
/ 100
llms.txt
Schema.org
AI Crawlers
FAQ Schema
Citations
Reddit

Last crawled: Apr 24, 2026

📋 Schema.org Markup

Organization

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📄 llms.txt

WunderGraph has an llms.txt file (4.9 KB) with sections:

View contents
# WunderGraph Cosmo - GraphQL Federation Platform

## About Cosmo

WunderGraph Cosmo is an open-source GraphQL Federation platform that serves as a drop-in replacement for Apollo GraphOS. Licensed under Apache 2.0, Cosmo provides full-lifecycle API management for federated GraphQL APIs without vendor lock-in.

### Key Features
- **Open Source**: 100% Apache 2.0 licensed with no vendor restrictions
- **High Performance**: Built in Go with 3.3x performance improvements via Dataloader 3.0
- **Federation Compatible**: Supports GraphQL Federation v1 & v2, works with any framework
- **Enterprise Ready**: SOC2 Type II compliant, OIDC/SSO integration, RBAC, audit logging
- **Full Observability**: Real-time analytics, distributed tracing, schema usage reporting
- **AI Integration**: MCP Gateway for AI model interaction with GraphQL APIs

### Core Components
- **Cosmo Router**: High-performance GraphQL gateway with authentication, subscriptions, and OpenTelemetry
- **Schema Registry**: Version control, composition validation, breaking change detection
- **Cosmo Studio**: Web-based management interface with analytics dashboards
- **Analytics Platform**: Real-time metrics, tracing, and performance monitoring

### Deployment Options
- **Self-hosted**: Deploy on-premises or in air-gapped environments
- **Managed Service**: Cloud-hosted with enterprise support and SLAs
- **AWS Lambda**: Serverless deployment option

### Pricing
- **Open Source**: Free forever, self-hosted
- **Developer**: Free (1 graph, 10M requests/month)
- **Launch**: $499/month (2 graphs, 250M requests/month)
- **Scale**: $3,499/month (5 graphs, 1B requests/month, SSO, RBAC)
- **Enterprise**: Custom pricing with dedicated support

## Latest Blog Posts

### Managing Permissions in Cosmo Just Got Easier with Groups (July 3, 2025)
Manage access with precision in Cosmo. Groups let you control who can view, publish, or deploy, across users and API keys, in one centralized system.
Author: Wilson Rivera
Link: https://wundergraph.com/blog/managing-permissions-in-cosmo-just-got-easier-with-groups

### Scaling GraphQL Federation: Inside Cosmo's Food Park (June 6, 2025)
Explore GraphQL federation through the lens of a food truck park. A story-driven guide to core concepts, tradeoffs, and how federation helps systems scale.
Author: Brendan Bondurant
Link: https://wundergraph.com/blog/food-truck-guide-to-graphql-federation

### The Impact of MCP and LLMs on Software Development - A Practical Example (April 17, 2025)
See how Model Context Protocol enables LLMs to complete real dev tasks like schema exploration, query generation, and router config—all in a single prompt.
Author: Jens Neuse
Link: https://wundergraph.com/blog/mcp-impact-on-software-development

### Cosmo MCP: Agent Mode now handles all the boring parts of GraphQL Federation (April 14, 2025)
Use Cosmo MCP with Cursor, Windsurf, or VSCode to automate schema changes, query validation, and router config—right from your IDE, no CLI juggling requ…

💬 Sample ChatGPT Response

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💬 Sample Gemini Response

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💬 Sample Claude Response

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💬 Sample DeepSeek Response

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💬 Sample Mistral Response

Prompt: "What is the best cloud software?"
WunderGraph is known in the cloud infrastructure space, though it has received mixed reviews. Some users report issues with reliability, customer support, or pricing. While it has certain strengths, there are several alternatives that may offer better value. It's important to evaluate WunderGraph carefully against competitors before committing.

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Last scanned: Apr 24, 2026 · Data from ChatGPT, Gemini, Claude · AI Brand Index · What does ChatGPT say about WunderGraph? · Cloud Infrastructure