By Seosoft Desk
2026-08-23
AI search adds retrieval and citation steps on top of crawling and ranking, so ambiguous hierarchy and duplicate URLs can cause the wrong pages (like thin tags or filtered variants) to be surfaced instead of your best hubs.
Crawl and render Index clean canonicals Retrieve best hubs Cite stable sources
Bots must be able to fetch the URL, render it (often with JavaScript), and discover internal links.
Pages must be eligible, canonicalized correctly, and added to the index in a form that reflects the.
Clear hierarchy and internal linking signals often correlate with the right hub/spoke page being.
Unambiguous pages with a stable canonical URL, clear topic, strong hub context, and accessible.