Skip to main content

Built by makers, shipped in public

Sign in

Paneless vs VibeAlarm

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Paneless compared with VibeAlarm
DetailPaneless logo PanelessVibeAlarm logo VibeAlarm
What it doesEvidence-backed simulated-user research for website usability A smoke alarm for your AI-built app
StageNot given Not given
FoundedNot given Not given
Based inSE US
Pricing modelFreemium Freemium
PricingInstant UX Check: Free. Full Test: $29 USD one-time purchase. Starter: $39 USD per month (planned, not yet available). Free public check: no cost. Monitor: $19/month for one app checked daily with passive scan and recorded flows after domain verification. Watch: $49/month for five apps checked daily with passive scan, recorded flows after domain verification, and weekly pass for leaked keys.
Key features
  • Simulated AI personas explore your website journeys
  • Screenshot-backed findings and evidence records
  • Recorded navigation responses and journey data
  • Downloadable PDF reports
  • Evidence-linked recommendations
  • Multiple behavioral personas (first-time visitor, impatient mobile user, non-technical customer)
  • Free Instant UX Check without screenshots
  • Private reports with expiry and access controls
  • 14-day money-back guarantee on paid tests
  • Editable test configuration before purchase
  • Free public check that reads homepage, scripts, TLS, headers, robots.txt, and sitemap
  • Daily rechecking on paid plans
  • Email alerts with screenshots and fix prompts
  • Browser flow recording after domain verification
  • Encrypted test password storage
  • Public database credential detection for Supabase and Firebase
  • Supports Lovable, Bolt, Cursor, Replit, and v0 apps
  • Weekly leaked key detection on Watch plan
  • Up to five apps monitored on Watch plan
  • Dashboard with Run now option for manual checks
What makes it different
  • Simulated research complements human user testing without recruiting participants
  • Evidence directly tied to findings makes recommendations actionable
  • No subscription required; one-time purchase for Full Tests
  • Free check available with no card or account required
  • Designed for makers, freelancers and small teams
  • Builds fix prompts you can paste directly back into your AI builder
  • Free check requires no account or login
  • Catches issues specific to AI-built apps like exposed database configs
  • Runs automated browser flows with recorded user interactions
  • Alerts only when a previously passing check starts failing
Community votes00
DR (Domain Rating by Ahrefs)1 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)00
Referring domains (Majestic)00

6 details filled in for both companies.

More alternatives to Paneless More alternatives to VibeAlarm

Ask us