How to Make a Product Website Useful for AI Agents and LLM Search

A product website now has more readers than humans. Google reads it. LLMs summarize it. Agents extract facts from it. Buyers skim it. The job of the site is to make the entity obvious.

What agents need

• A clear identity: who is behind the site.
• A clear purpose: what the product lab builds.
• Stable URLs for products and hubs.
• Product descriptions that avoid vague hype.
• llms.txt, ai.txt, sitemap, humans.txt and structured data.
• Internal links that reinforce topic clusters.

For IliciLabs, the entities are deliberately explicit: Carlos Ramón Campo, AI process automation, IliciLabs, Aurora Subtitles, assistive AI, local-first Windows apps, and personal autonomy software.

The goal is not keyword stuffing. It is disambiguation. A good product site lets humans and machines understand the same thing quickly.

• AI info
• LLM summary
• About Carlos