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Schema markup gives AI assistants nothing plain text doesn’t.
TL;DR Contents Why I ran this test In February, Mark Williams-Cook published a small, clever experiment. He built a page for a fake t-shirt company, “DUCKYEA”, and put its address only inside a made-up JSON-LD block, with a nonsense @context and an invented @type. When he asked ChatGPT and Perplexity, both returned the address. His…
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Methods: the schema markup AI test
This page documents how I ran the test behind Schema markup gives AI assistants nothing plain text doesn’t. It covers the test pages, the models and versions, the exact prompts, trial counts, scoring and statistics. The test pages Every page describes a fictional company and carries one fact a user might ask about. There are…
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Which outlets are quietly repeating debunked women’s-health claims? I built a pipeline to find out.
I built a tool to find news outlets that repeat debunked women’s health claims as if they were true. Here’s what it found, and what I learned building it. TL;DR What I wanted to know I kept seeing the same women’s health claims in news articles I’d already seen debunked in straight news reporting. The…
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How I built a private, AI-powered home dashboard with Flask, MCP, and an RTX 4080
How I built a private, local-AI home dashboard that pulls my thermostat, budget, sleep, nutrition, and 25,000 recipes into one place, and what it actually does for me day to day.