Reviews and guides on AI visibility.
Fair reviews of the tools that track whether AI recommends you, with where each one is the better pick. We make one of them, and every post says so.
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The Best AI Visibility Tools in 2026, Compared
Eight AI visibility tools compared fairly in 2026: what each tracks and costs, who it suits, and a pick-by-situation verdict. We make one of them, and say so.
Tool reviews
- Peec AI Review (2026): Pricing, Features and AlternativesAn honest Peec AI review: what it tracks, what the brand and agency plans cost in 2026, who it fits best, and how it compares with other AI visibility tools.
- Otterly.AI Review (2026): Pricing, Features and AlternativesAn honest Otterly.AI review: what the AI search monitor tracks, what Lite, Standard and Premium cost in 2026 with add-ons, and how it compares with others.
- Semrush AI Visibility Toolkit Review (2026): Pricing and AlternativesAn honest review of Semrush's AI Visibility Toolkit: what the $99 add-on and the Semrush One plans track, what they cost in 2026, and who they fit best.
- Ahrefs Brand Radar Review (2026): Pricing, Features and AlternativesAn honest review of Ahrefs Brand Radar: how Custom Prompts and the AI Visibility Index work, what they cost in 2026, who it fits and how it compares.
- AthenaHQ Review (2026): Pricing, Features and AlternativesAn honest AthenaHQ review: what the free Essential plan and the $295 Starter plan include in 2026, how its credits work, who it fits and how it compares.
- Scrunch Review (2026): Pricing, Features and AlternativesAn honest Scrunch review: what the $300 Starter and $500 Growth plans include in 2026, which AI platforms it covers, who it fits and how it compares.
- Surfer AI Tracker Review (2026): Pricing, Features and AlternativesAn honest review of Surfer's AI Tracker: what it measures, which AI platforms it covers, what the plans cost in 2026 and how it compares with alternatives.
- Profound Review (2026): Pricing, Features and AlternativesA fair Profound review: what the AI visibility platform tracks, how its pricing works in 2026, who it suits, and the alternatives if you want self-serve plans.
Guides
- Why you can't just ask ChatGPT whether it recommends youAsking ChatGPT about your own brand gives one answer from one account. Here is why that is not what buyers see, what to do instead, and a free way to check.
- Why AI answers change every time, and what to do about itAsk an AI tool the same question twice and you get different brands. Here is what that means for measuring visibility, and how many answers are enough.
- API answers are not what people see in ChatGPTWhy measuring an AI tool through its API can tell a different story from the product your customers use, and what that means for a client report.
- How to read an AI visibility reportFive things to check before you trust, or send, a number about AI visibility: sample size, range, branded prompts, which surface was measured, and the answers.
- Can AI crawlers read your site? A guide to robots.txt for AI botsWhich AI crawlers matter for live answers, which are only for training, and how a robots.txt rule decides whether GPTBot and others can read your site.