Silicon Friendly
Claim this toolEvaluate how well your website interacts with AI agents across 30 checks and 5 levels.
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Tracked since2026
0 reviews trackedThe Bottom Line
Entry price
Free, no paid tier
Biggest pro
Provides a clear, standardized metric for AI-agent compatibility
Biggest con
Does not offer direct tools for remediation, only diagnosis
TL;DR - Silicon Friendly
- Evaluates website compatibility with AI agents.
- Scores sites across 5 levels of AI-agent friendliness.
- Provides detailed checks for accessibility, discoverability, and interaction.
Pricing: Free forever
Best for: Individuals & startups
What is Silicon Friendly?
Silicon Friendly is a tool that assesses the "AI-agent friendliness" of websites. It performs 30 checks across five distinct levels, ranging from basic HTML readability to full autonomous operation, to determine how effectively a website can be understood and interacted with by AI agents. This helps developers and businesses understand and improve their site's compatibility with the evolving landscape of AI-driven tools and services.
The service is designed for anyone looking to optimize their web presence for AI agents, including developers, product managers, and business owners. By providing a clear rating system and detailed breakdown of checks, Silicon Friendly helps identify areas for improvement, ensuring websites are discoverable, interactive, and ultimately usable by AI agents for various tasks, from content consumption to complex workflow automation.
Available on: Web
Pros & Cons
Pros
- Provides a clear, standardized metric for AI-agent compatibility
- Helps identify specific areas for website improvement for AI interaction
- Offers a public directory for benchmarking against other sites
- Useful for developers building AI-agent compatible services
Cons
- Does not offer direct tools for remediation, only diagnosis
- The scoring criteria might evolve rapidly with AI technology, requiring frequent updates
- Limited information on how to request a website evaluation
Key Features
30 AI-agent friendliness checks5 levels of AI-agent compatibility (Basic Accessibility, Discoverability, Structured Interaction, Agent Integration, Autonomous Operation)Detailed breakdown of passed/failed checks for each levelPublic directory of rated websitesIdentification of issues like CAPTCHA blocking and lack of structured data
Pricing
Free
Silicon Friendly is completely free to use with no hidden costs.
Reviews
$99Free with your review
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Silicon Friendly FAQ
What are the five levels of AI-agent friendliness measured by Silicon Friendly?
Silicon Friendly measures websites across five levels: L1 Basic Accessibility (Can agents read content?), L2 Discoverability (Can agents find things?), L3 Structured Interaction (Can agents talk to it?), L4 Agent Integration (Can agents do things?), and L5 Autonomous Operation (Can agents live on it?).
How many individual checks does Silicon Friendly perform on a website?
Silicon Friendly performs a total of 30 individual checks across the five levels to assess a website's AI-agent friendliness.
What does an L0 rating signify for a website?
An L0 rating, such as for www.blackbear-solutions.com, indicates that the website is 'not silicon friendly yet,' often due to protective measures like Vercel Security Checkpoints or bot-detection challenges that prevent AI agents from accessing its content.
Does Silicon Friendly provide recommendations or tools to improve a website's score?
Silicon Friendly primarily functions as an assessment tool, providing a detailed breakdown of passed and failed checks. While it identifies areas for improvement, it does not offer direct tools or recommendations for remediation.
What kind of information is checked under the 'Structured Interaction' (L3) level?
The 'Structured Interaction' (L3) level checks for the presence of a structured REST or GraphQL API, consistent JSON responses, API support for search and filtering, an A2A agent card at /.well-known/agent.json, documented rate limits with proper 429 responses, and structured error responses with codes and messages.
Source: siliconfriendly.com