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CanaryUsers

Runs AI personas through a deployed web app on each push, recording where simulated users get stuck and why they bail.

For developersFree tierUsage-based pricing
canaryusers.ai ↗
At a glanceswept 2026-10-12

≈ 12visits/mo

Little sign of use · estimate, read 2026-10-12

For
Builders and AI coders shipping web apps who want to catch bugs before real users do
Price
Free plan · From $9/mopricing page, read 2026-10-12 ↗
Activity
Actively maintainedsite updated 2 days ago
Company
Salescadia, Inc. · Domain since 2026privacy policy · domain registered
AlternativesSet it up for my teamIs CanaryUsers yours? Claim the card →
What people do with itread off canaryusers.ai on 2026-10-12
  • run simulated users through a web app on every deploy
  • spot where users give up on forms and signup flows
  • send a ranked fix list to an AI coder
The companyeach fact with its source · read 2026-10-12
  • Domain since2026domain registered
Your datawhat they publish, each line with its page · read 2026-10-12

These are CanaryUsers's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read 2026-10-13
  • MCP serverai.canaryusers/canaryusersverified in the MCP registry
  • Stateanswers, 3 toolschecked 2026-10-13
  • Address to connectwww.canaryusers.ai/api/mcp
  • MCP docscanaryusers.ai/mcpthe vendor's page ↗

MCP server details →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Questions this page answers
  • What is CanaryUsers?

    Runs AI personas through a deployed web app on each push, recording where simulated users get stuck and why they bail.

  • Who is CanaryUsers for?

    Builders and AI coders shipping web apps who want to catch bugs before real users do

  • How much does CanaryUsers cost?

    CanaryUsers has a free plan; paid plans start at $9/mo, per its pricing page on 2026-10-12.

  • Is CanaryUsers free?

    Yes, CanaryUsers has a free plan, per its pricing page on 2026-10-12.

  • Do people use CanaryUsers?

    Little sign of use: ≈ 12 visits/mo · estimate, 2026-10.

  • Is CanaryUsers still maintained?

    Actively maintained: site updated 2 days ago.

  • Who owns CanaryUsers?

    CanaryUsers is run by Salescadia, Inc., per its privacy policy (2026-10-12).

Not quite it? Describe the job

beta

Five tools from the Atlas that fit it, each judged against what you wrote.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.