Silicon Friendly is a free tool that evaluates how well a website works with AI agents. It performs 30 checks across 5 levels, from basic content readability to full autonomous operation capabilities, helping developers optimize their sites for the AI-driven web.
Free
How to use Silicon Friendly?
Simply enter your website's URL on the homepage and click 'CHECK'. The tool will analyze your site and assign it a level (L0-L5) based on AI-agent compatibility. You can then review the detailed report to understand specific areas for improvement, such as HTML structure, API discoverability, or integration points for autonomous agents.
Silicon Friendly 's Core Features
Comprehensive 30-point audit across 5 distinct compatibility levels, providing a detailed breakdown of AI-agent readiness.
Free, instant analysis of any public website with a simple URL input, requiring no registration or setup.
Generates a shareable 'llms.txt' file URL that AI agents can directly consume to understand your site's capabilities.
Maintains a public directory of rated websites, allowing you to benchmark against industry leaders and competitors.
Focuses on practical, actionable insights for developers, from basic HTML semantics to advanced autonomous operation features.
Created by recognized developers (@unlikefraction), ensuring the evaluation criteria are technically sound and relevant.
Silicon Friendly 's Use Cases
Web developers can identify and fix structural issues preventing AI agents from effectively parsing their site's content and functionality.
Product managers use the tool to benchmark their site's AI readiness against competitors and prioritize development roadmaps.
AI agent developers test and discover websites that are optimized for integration, saving time on compatibility debugging.
Startups and SaaS companies validate their platform's infrastructure to ensure it supports future AI automation and agent ecosystems.
Digital marketers assess content discoverability for AI tools, ensuring their material is accessible for summarization and analysis.
