Research
Research
Original measurements of what actually happens to websites when they change CMS — drawn from scanning the live web, free to cite and download.
- The State of AI Readiness 202613,838 sites scored on their AI Pulse — whether AI answer engines can reach, understand, and cite them. 47% grade D or F: the web is reachable, but not machine-understandable. Full method and open dataset.
- The State of Government CMS Readiness 20269,324 US government sites measured. Government has the worst-graded, least AI-visible websites of any segment we've measured — only 25.6% emit structured data — and one in six .gov Drupal sites is end-of-life. Full method and open dataset.
- The State of Higher-Ed CMS Readiness 20261,796 US university sites measured. Drupal runs 5× hotter in higher ed than on the web, yet higher ed emits less structured data than the average site — leaving campuses under-built for AI search. Full method and open dataset.
- The State of CMS Migration Readiness 2026Eleven SEO and security signals measured across 27,000+ live websites. WordPress and Drupal score identically and fail in opposite directions. Full method and open dataset.