Automated survey link testing,
powered by AI agents
Stop clicking through surveys by hand. Questra infers your test scenarios, runs them automatically, and feeds rejected recordings back into the AI to auto-correct — while approved ones become regression tests.
Link testing is the second biggest time sink
in survey operations
A 50-question survey with skip logic can have dozens of distinct paths. Most teams test a fraction of them manually — and the ones they miss are the ones that break in the field.
4–8 hrs
spent per survey, per revision
Clicking through every path by hand, documenting what you see, re-doing it all when something changes. This is where your team's week goes.
2 of 9 tested
< 30%
path coverage
Most teams only test the happy path and a handful of edge cases. The rest goes live untested.
Zero
regression safety
A change to one question can silently break five others — and there's no automated way to catch it.
$$$
field errors cost real money
Bugs discovered after launch mean lost respondents, corrupted data, re-fielding costs, and damaged client trust. The later you find them, the more they cost.
cost to fix by stage →
Full coverage, inferred
from your questionnaire
Questra reads your questionnaire and automatically generates test scenarios that cover every meaningful path — no manual test plan required.
- Skip logic branches — every conditional path through the survey is identified and covered
- Piping dependencies — scenarios that exercise answer piping to verify injected text is correct
- Conditional rendering — paths that confirm questions show and hide based on prior answers
- Demographics targeting — demographic variations that trigger different routing or quota paths
AI agents run your survey,
end to end
Browser-based AI agents navigate your live survey link for each scenario — completing every path and recording every step along the way.
- Parallel execution — all scenarios run simultaneously — a 9-scenario suite finishes in under a minute
- Fast playback — review recordings at 2× or 4× speed to approve or reject quickly
- Automatic re-runs — every change to the survey triggers a full re-run — no manual re-testing
- Step-by-step recordings — see exactly what the agent saw, clicked, and where it ended up
Screener — qualifies
Reached Q4 correctly
Screener — disqualifies
Terminated at Q2
Brand A path (Q3 → Q7)
Routing correct
Brand B path (Q3 → Q9)
Landed on Q8 — incorrect
Loop — 1 brand selected
Review pending
Loop — 3 brands selected
Review pending
Rejections feed back
into the AI engine
When you reject a recording, Questra doesn't just flag it — it uses the rejection to automatically correct the survey and re-run the scenario.
- Reject with a reason — describe what went wrong and the AI uses your feedback to identify the root cause
- Automated correction — the AI fixes the underlying survey logic — skip conditions, piping, routing
- Full re-run after correction — all scenarios re-run automatically to confirm the fix didn't break anything else
- Continuous improvement — each correction makes the inference model smarter — fewer errors over time
Brand B path (Q3 → Q9)
Expected Q9, landed on Q8 — skip logic condition was incorrect
Brand B path (Q3 → Q9)
PassesSkip condition updated — agent now reaches Q9 correctly
Approved recordings become
automated tests
Every recording you approve is converted into a Playwright test. Update your survey, re-run the suite, and know immediately if anything broke.
- Playwright-powered — real browser tests that navigate your live survey link — not mocked simulations
- Re-run on every change — update a question, tweak routing, add an option — tests re-run automatically
- Catch regressions instantly — a change in one question that silently breaks five others is caught immediately
- Growing test suite — as you approve more recordings, your coverage grows — no extra manual work
Expected hidden, but NPS still visible — condition may have been overwritten
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