Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
NLWeb.ai simplifies building conversational interfaces for websites and supports MCP (Model Context Protocol) to serve both humans and AI agents. It provides a collection of open protocols and open-source tools that use Schema.org and semi-structured formats like RSS as a semantic layer to enable natural-language interactions on the web, including a simple protocol and an implementation that leverages site markup with UI widgets. The project aims to establish a foundational AI Web layer and invites community participation to develop diverse implementations beyond their proofs of concept.
Parse Score
Sources
en.wikipedia.org shapes more of what AI says about NLWeb than any other source, at 100% of its citations.