Rand Fishkin proved AI recommendations are inconsistent – here’s why and how to fix it

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

Do You Use a Humidifier or Diffuser Before Bedtime? You Might Want to Stop.

We independently review everything we recommend. When you buy through our links, we may earn a commission. Learn more› By Katie Okamoto Katie Okamoto is an editor focusing on sustainability. She’s ...
PC Magazine

I Tested Alexa+ for Months. These 7 Features Changed How I Use My Echo

I Tested Alexa+ for Months. These 7 Features Changed How I Use My Echo Alexa+ is out of early access and available to all Prime members for free. I used Amazon's enhanced AI in early access and found ...