A few years ago, the bots in your logs were mostly search engines and a handful of SEO tools. Now there is a growing list of AI crawlers: some collecting training data, some fetching pages to answer a
Every SEO tool you use is a model of how search engines might see your site. Server logs are the only first-party record of what crawlers actually requested, when, and what your server returned. For d
hreflang is a small attribute with an outsized error rate. It tells search engines which language or regional version of a page to show a given user, and it fails silently: no build error, no console
Programmatic SEO is the engineering-friendly side of content: a data source, a template, and a build step that turns one into thousands of pages. When the data is genuinely useful, it can answer long-
Site migrations are where SEO and engineering collide most painfully. A new framework, a domain change, a URL restructure or an HTTPS move can each be done cleanly, but the failure mode is the same ev
"Why isn't this page indexed?" is one of the most common questions developers get from marketing teams, and one of the most frustrating to answer because the controls are spread across three layers: a
