Guides · written from measurements, not opinions

How to become the answer.

Everything here is checked against vendors’ own pages or our own public measurements. Where we don’t know something, we say so.

The cheapest way to track AI mentions of your brand

Manual checks, spreadsheets, free tiers and paid tools compared — including doing it yourself for nothing.

Otterly.AI alternatives for SEO teams

Published prices, what each tool reports, and measured data on which of them AI recommends. We come last.

Who owns AI’s answers

Our weekly measurement across seven software categories — the original research behind these guides.