Insights
Numbers, checked
Material built on published sources and my own measurements. Every claim carries a link you can open.
Raw server logs, 18 July to 1 August 2026
What AI crawlers actually do on a site
Almost everything written about AI visibility argues from the specification: what llms.txt is meant to do, which crawler is supposed to read what. Almost nobody publishes their own server logs. Here are ours, unedited: 1,425 AI crawler requests over 15 days on a small multilingual site. Zero of them asked for llms.txt.
12 sources
Built from published price lists of European providers, July 2026
What AI costs in Europe in 2026
There is no single European price for AI work. DACH (Germany, Austria, Switzerland) and CEE (Poland, Czechia, Slovakia, Hungary, Slovenia) differ by two to three times on the same service, and any average taken between them describes neither market. Below are both ranges side by side, built from published price lists rather than from agency blog estimates.
29 sources