AI outputs vary because confidence varies. Corroboration and entity optimization turn inconsistent AI visibility into consistent presence.

A site owner blamed Google AI Search for falsely saying their site was offline. The explanation was a lesson about content ...

There is some new data out that shows that yes, Google's AI Overviews are causing a huge decline in clicks to websites organically but it is also showing that for e-commerce queries, there is a ...

Bing launches AI citation tracking in Webmaster Tools, Mueller finds a hidden HTTP homepage bug, and new data shows most ...

The chef's Netflix series is neither one thing or the other.

Google Ends Parked Domains (AFD) On Search Partner Network Google Ads has ended its Parked Domains (AFD) as an ad surface within the Search Partner Network effective February 10, 2026. Google wrote, ...

Agent experience (AX) is the new competitive advantage in the era of AI. Learn how B2Ai commerce is transforming marketing and what businesses must optimize now.

Ring and Flock said last year they were planning on working together to give Ring camera owners the option to share their ...

AI search platforms like ChatGPT, Perplexity, Gemini, and Google’s AI Overviews are reshaping how people discover information. Digital marketing agencies feel the impact firsthand and must adapt ...

When millions click at once, auto-scaling won’t save you — smart systems survive with load shedding, isolation and lots of ...

Think about the last time you searched for something specific—maybe a product comparison or a technical fix. Ideally, you ...

It is easy to dismiss breadcrumbs as a legacy feature—just a row of small links at the top of a product page. But in 2026, ...