Real-world cases reveal how failures in LLM systems spread harm and misattribute sources. Here are concrete actions SEOs can take now.

The shift to AI search is testing every brand’s technical foundation, and only those tackling SEO debt head-on will survive. The post The Technical SEO Debt That Will Destroy Your AI Visibility appeared first on Search Engine Journal

Google Ads may be introducing a new bidding type named Journey Aware bidding in 2026. This will be reportedly for search campaigns using Target CPA.

There have been several complaints over the past week about Google showing searchers its old Google Search design. Some of those search results seem to lead to a broken interface, while others just look like they are from a decade or so ago.

Google added a carousel to the top of the image tab within some Google Search apps, I think it might be a test. The carousel lets you scroll through some ideas to get you started with your image search.

We know Google has been using machine learning and more recently, AI, to generate search result snippets descriptions. Well, here is an example of Google getting a snippet not just wrong, but downright insulting.

We know Google has been using machine learning and more recently, AI, to generate search result snippets descriptions.

Google Ads top combinations report now has a Top Combinations option for PMax campaigns. This report should be able to quickly show you your top performing assets including logos, headlines, descriptions, images, sitelinks, and other assets.

Google seems to be rolling out the annotations feature within Google Search Console’s performance reports.

Up to 56 million websites could be affected by unpatched versions of Imunify360 AV that allow full server takeover. The post Server Security Scanner Vulnerability Affects Up To 56M Sites appeared first on Search Engine Journal .