About Silicon Friendly
Silicon Friendly is a web evaluation tool that measures how accessible a website is to autonomous agents, using an open L0-L5 scoring system. It generates a detailed report you can download and share with your agent or development team to improve discovery and interaction.
Review
Silicon Friendly provides a focused assessment of a website's agent-readiness, highlighting specific checks and an overall level from L0 (hostile) to L5 (agent-first). The interface and outputs are straightforward, making it easy for site owners and developers to see what to fix next.
Key Features
- L0-L5 scoring standard that rates agent-friendliness and pinpoints where a site falls on the scale.
- Downloadable, detailed PDF report with specific checks and recommendations for remediation.
- Guidance on agent-focused practices such as providing an agent landing page or an llms.txt-style resource.
- Developer-oriented options and tags (API / Developer Tools) for integration into workflows.
- Open-access launch model that lets you run checks without major barriers to entry.
Pricing and Value
The tool is currently available for free at launch, making it a low-cost way to evaluate agent compatibility. For teams and developers, the value comes from concrete, exportable feedback (PDF reports and checklists) that can be handed to engineers or agents to prioritize fixes. If you need to integrate checks into automation, developer-focused options and API-oriented tags suggest potential for deeper workflows.
Pros
- Clear, simple scoring system that helps prioritize improvements.
- Actionable, downloadable reports useful for handing off to engineers or automation agents.
- Free access at launch lowers the barrier to testing and iteration.
- Includes practical recommendations (for example, agent landing pages and llms.txt guidance).
- Developer-oriented signals make it easier to adopt into existing toolchains.
Cons
- Some recommendations (such as creating an llms.txt) are helpful but may not produce immediate measurable changes on their own.
- Certain checks and fixes require site ownership and registration to fully implement and verify.
- As a new offering, community examples and long-term validation data are still limited.
Silicon Friendly is best suited for website owners, developers building agent-aware features, and teams who want a practical checklist to improve machine access to their content. It works well as an entry point to identify gaps and to produce concrete remediation tasks for engineering or automation workflows.
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