Silicon Friendly is a website evaluation platform built around a simple but increasingly important question: how understandable is your website to AI agents?
As AI systems become more involved in search, recommendations, summarization, and autonomous browsing, websites are starting to serve two audiences at once — humans and machines. Silicon Friendly focuses on measuring how effectively a site communicates with the second group.
The platform uses an L0–L5 scoring framework to evaluate how “silicon friendly” a website is, analyzing whether AI systems can easily interpret, navigate, and retrieve information from the site. Rather than focusing purely on traditional SEO rankings, the product approaches optimization from the perspective of AI-driven discovery and machine understanding.
What makes the product particularly interesting is that it treats AI visibility as a structural problem rather than just a content problem. A website may look polished to human visitors while still being difficult for AI systems to parse accurately. Silicon Friendly attempts to surface those weaknesses through detailed reports and actionable recommendations that help developers improve how their sites are interpreted by AI agents.
The broader idea behind the platform is that the web itself is gradually changing. Increasingly, information is not being discovered directly by humans browsing pages manually, but by AI systems that summarize, filter, and recommend content on behalf of users. Silicon Friendly positions itself as a tool for helping websites prepare for that transition early rather than reacting to it later.