I spent 15 years reverse-engineering how large enterprises worked — then spent another decade doing the same thing to Google, Yahoo, and every search engine that followed.

That pattern recognition is what led me to build Viizable.

When I watched AI assistants quietly replace the search bar as the way people find local businesses, I recognized the moment immediately. Same disruption. Same urgency. Same window before it closes.

So I did what I've always done: reverse-engineered the winners.

We pulled in over 30,000 local businesses that AI was already recommending. We identified roughly 150 measurable factors across more than 100 business types. We weighted those factors against the AI engines that handle about 85% of local business queries.

The result is the AI Ranking Factors framework — and Viizable, the workbench built specifically so marketers and business owners can actually act on it.

This isn't a scoring report you read and file away. It's a tool that shows you exactly where your business stands, who's ahead of you, and what to fix first.

Small businesses don't need another audit. They need a clear path forward — before the window closes.