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Product
4 posts
Product8 minMCP Apps: Interactive UI Inside the Conversation
The MCP Apps extension turns tool results into interactive UI. ui:// resources, the _meta.ui field, sandboxed iframes and the postMessage protocol, with real code.
Product6 minDoes llms.txt Actually Work? What the Data Says, and What v2 Changed
A 137,210-domain server-log study says llms.txt is barely fetched and Google says it does not use it. So what did v2 change, and what actually moves AI citations?
Product3 minGEO: Getting Cited by Generative Search Engines
Generative search engines answer directly, so citations matter more than clicks. Practical ways to structure content so ChatGPT, Perplexity and AI Overviews quote it.
Product7 minUser Experience in AI Products (AI UX): From Uncertainty to Trust
How do you design user experience for AI products? A practical guide to managing uncertainty, citing sources, feedback, graceful failure, and building trust.