The reproducible parts of the method we run in real diagnostics — each guide is grounded in measured evidence with steps you can follow.
What llms.txt is, where it goes, and what to put in it so AI reads your brand correctly. Real example, common mistakes, and how to validate it.
Plenty of sites serve browsers fine but return 403 to AI crawlers. Here's how to check GPTBot, ClaudeBot and PerplexityBot access yourself with one curl line.
ChatGPT and Perplexity follow patterns when naming a brand: 134–167-word self-contained paragraphs, 2.4× lift from comparison content, third-party mentions at r=0.737. Grounded in measurement.
Overseas shoppers and B2B buyers ask ChatGPT and Perplexity in a few recurring query types. Which brands get picked for each, and how to respond.