Reviews of AEO and AI visibility tools, based on public documentation and pricing.
Ahrefs brings its keyword database to AI visibility tracking, with two distinct products — a pre-built index and a custom-prompt tracker — and a pricing page that lists two different starting prices.
Read the review: Ahrefs Brand Radar review: AI visibility built on a 449-million-prompt search indexScrunch bundles AI-answer monitoring with an 'Agent Experience Platform' that serves AI crawlers a structured version of a site, a feature most trackers in this category don't attempt.
Read more: Scrunch AI review: visibility tracking paired with an AI-facing version of your siteThe best-funded name in AI visibility tracking now sells exactly two plans: a 7-day free trial and a custom Enterprise deal, with nothing published in between.
Read more: Profound review: enterprise AI visibility tracking with no public mid-tier priceA Berlin-built AI visibility platform that scrapes AI interfaces the way a real user sees them, with citation and brand-perception features aimed squarely at marketing teams.
Read more: Peec AI review: share-of-voice tracking built on browser sessions, not APIsA four-engine AI visibility tracker that starts at 29 euros a month, with Claude, Gemini, and Google AI Mode sold as add-ons rather than built in.
Read more: Otterly.AI review: the cheapest serious entry point into AI search monitoringThe framework behind every AEO tool review on this site, and an upfront note on what a launch-week desk review can and can't tell you.
Read more: How we review AEO tools
