AI Readiness Checker
Test how well ChatGPT, Claude, Cursor, and autonomous web agents can discover, parse, and recommend your website.
Analyzing specifications...
Inspection Criteria(How AI models evaluate your app)
Custom /llms.txt for Your Site
Save this file as public/llms.txt to make your site machine-readable when visited, then list on BuiltByVibe to get discovered by AI agents.
# Generating template...Your site is machine-readable. Now get it discovered.
Having an llms.txt file makes your site readable after an AI model lands on your URL. But how do agents know your software exists in the first place?
When developers and users ask Claude, Cursor, or ChatGPT to recommend vibe-coded apps in your category, models query BuiltByVibe's global MCP server and live directory feed. Submitting your project is 100% free and syndicates your app directly into agent search results.
Why AI Readiness is the New SEO
Developers and users increasingly ask AI assistants to discover and recommend software. If your app is not machine-readable, you are invisible to agentic traffic.
What is /llms.txt?
The /llms.txt standard provides a clean Markdown manifest for Large Language Models, eliminating hundreds of kilobytes of unneeded CSS and HTML overhead.
Schema.org Microdata
JSON-LD structured data signals what your application does, its capabilities, features, and creators directly in machine-parseable entities.
Global Discovery (MCP)
Your personal llms.txt only works when an agent already knows your URL. BuiltByVibe's MCP server actively distributes your app when users search across Claude and Cursor.
These are AI-generated recommendations. AI can make mistakes. Please use your professional judgment when implementing these tips, as they are provided “as-is” and BuiltByVibe assumes no liability for any actions taken or outcomes based on this automated content.