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

"I couldn't leave my house for months... people were messaging me all over my social media, like, 'Are you safe? Are your ...

Many companies report widespread AI usage but disappointing returns, assuming the problem lies in execution rather than ...

Picture it: A marketing leader at a mid-sized financial services firm is finalizing next year's budget. Instead of spending days browsing multiple vendor websites, analyst PDFs, and peer reviews, she ...

He did PR for Zuckerberg, Musk, and Google. Now he says he '"only told half the story." ...