AI Search Visibility: Are Your Snippet Rules Working Against You?
A blanket AI restriction can limit search discovery. Compare Google and Bing controls, agree content permissions, and check what your CMS actually delivers.
A blanket AI restriction can limit search discovery. Compare Google and Bing controls, agree content permissions, and check what your CMS actually delivers.
Audit your AI-assisted content with clear decisions: keep, improve, merge or remove. Check facts, handle retired URLs and give your team a workable review process.
Google’s AI Search toggle forces a commercial choice about visibility, attribution and content use. Here’s how to make that choice responsibly.
AI crawler rules now need separate decisions for search, RAG, and training, backed by practical testing across robots.txt, CDNs, WAFs, and CMS controls.
Google’s AI Search toggle affects visibility, but impressions alone cannot prove its value. Plan a scoped test using Search Console, analytics and business outcomes.
Before launching a support bot, test how withdrawn help articles leave search, caches and answers. A practical deletion checklist for owners and delivery teams.
Written recommendations from Trafik og Veje, Aarhus Municipality (2011) and AgroTech (2010).