GEO

NLWeb

A proposed way to give a site a natural-language interface so agents query it instead of scraping.

Interesting if it gets adoption. Today, good HTML and APIs do more.

Don’t delay a GEO program waiting for NLWeb.

Examples

A docs site exposes a query endpoint. An agent asks “rate limits?” and gets JSON. That’s the spirit, spec or not.

Agentic search is when software plans, browses, clicks, and compares instead of answering in one shot.

AGENTS.md is a repo or site file that tells coding or browsing agents how to work with a project: commands, conventions, pitfalls.

Anthropic’s open standard for connecting models to tools and data. Reddex exposes MCP for agents that should query visibility, not scrape HTML.

Implement now? +

If you have spare platform time. Otherwise SSR and OpenAPI.

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