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B2B Buyer Lab
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AI visibility & AEO monitoring tools

Software that tracks whether your brand appears in AI answers. 18 tools documented from their live pages — pricing, engines, trials, and the question most comparisons skip: how the tool actually collects answers. API responses and what users see in the browser overlap poorly, so an undisclosed method is a real buyer risk.

LAB VERIFIED7 of 18 tools do not disclose their collection method ·

Disclosure: some tools on this page operate referral programs, and this site may join them. Affiliate status never affects inclusion, ordering, or any future score — this table is alphabetical, and the affiliate column below is public precisely so you can check us. Rankings publish only after instrumented testing under the methodology.

ToolEntry priceEnginesCollection methodSelf-serve trialAffiliate program
Ahrefs Brand Radar
Singapore
Included prompts by Ahrefs plan7browsernonone
Am I On AI
New York, USA + Tel Aviv, Israel
Pro — $100/mo2undisclosedyesnone
AthenaHQ
San Francisco, USA
Essential — Free11undisclosedyesnone
Bluefish AI
New York City, USA
sales-gated4undisclosednonone
Evertune
New York City, USA
sales-gated11hybridnonone
Gauge
San Francisco, USA
Growth — $599/mo8browseryesnone
Goodie AI
New York City, USA
Explorer — $399/mo (20% annual discount)11undisclosedyesnone
Knowatoa
USA
Starter — $59/mo7undisclosedyesnone
Otterly.AI
Austria
Lite — $29/mo ($25/mo annual)7APIyes20% of monthly subscription
Peec AI
Berlin, Germany
Starter — ~€85-89/mo6browseryesnone
Profound
New York City, USA
Starter — $99/mo billed yearly9browseryesnot disclosed
Rankscale
Vienna, Austria
Essentials — from €20/mo10browseryes10% per transaction
Scrunch AI
Salt Lake City, Utah, USA
Starter — $250/mo annual ($300 month-to-month)9hybridyesup to 20% referral commission
SE Ranking AI Visibility Tracker
London, UK
Core — $129/mo ($103.20/mo annual)5browseryes30% recurring on all subscription payments
Searchable
London, UK
Professional — $125/mo8undisclosedyesnone
Semrush AI Visibility Toolkit
Boston, USA
AI Visibility Toolkit — $99/mo per domain (annual billing)5undisclosedyes$100-$300 per sale base, loyalty tiers to $450
Writesonic (AI Visibility/GEO)
San Francisco, USA
Starter — $79/mo10browseryes20% recurring
ZipTie
not publicly stated
Trial — free 14 days3browseryesnone

All figures from live vendor pages, 2026-08-31. Entry prices are the cheapest published tier; several headline prices are annual-billed — full tier detail ships with tool profiles. This market consolidates monthly (xFunnel → HubSpot, Hall → Tracksuit this cycle); we re-verify quarterly at minimum.

Why collection method is the column that matters

Published research measured only ~24% brand overlap between API responses and what users actually see in browser ChatGPT. A tool that queries APIs is measuring a different surface than your buyers use — fine if disclosed, a problem if hidden. 7 of 18 tools here don’t say which they do. When we run our instrumented head-to-head (same prompt set, same day, every tool), that gap is the first thing it will expose.