Blog · agent-readiness for technical products
Field notes on making products legible to AI.
Original research and practical playbooks on agent-readiness, llms.txt, MCP, and structured data — for semiconductor and electronics companies.
Research · 6 min
We scanned 106 chip companies to see if AI agents can read them. The average grade is F.
Your buyers now research inside ChatGPT, Claude, and Perplexity. So we measured how legible the semiconductor industry actually is to those agents. It is not good.
Playbook · 7 min
How to make your site AI-agent readable: the checklist we used to get from 29 to an A.
We built an agent-readiness scanner, then pointed it at our own site. It scored 29/100 — an F. Here is exactly what we changed to reach an A.