Automated survey link testing,
powered by AI agents
Stop clicking through surveys by hand. Questra infers your test scenarios, runs them automatically, and turns approved recordings into regression tests.
Manual link testing is tedious, error-prone, and never complete
A 50-question survey with skip logic can have dozens of distinct paths. Testing all of them manually takes hours — and most teams only test a fraction, which means real errors reach the field.
- Hours of manual clicking — for every survey, on every revision
- Incomplete coverage — edge cases and infrequent paths go untested
- No regression safety net — a change in one question can break five others silently
- Bugs reach respondents — errors discovered in field cost data quality and money
Upload once. Test everything.
A fully automated pipeline from questionnaire to regression test suite — with a human review step in the middle.
AI infers test scenarios
Upload your questionnaire. Questra reads the routing logic and automatically generates a comprehensive set of test scenarios — screener passes and fails, every routing branch, edge cases.
Agents run the survey link
AI agents navigate your live survey link for each scenario, completing it end-to-end and recording every step — what they saw, what they clicked, and where they ended up.
Review and approve recordings
Watch each recording and verify the agent went where it should have. Approve correct paths and reject incorrect ones — rejected tests feed back into the AI for correction.
Approved tests become regressions
Each approved recording becomes an automated Playwright test. Re-run them any time you update the survey to confirm nothing broke — full regression coverage, no manual re-testing.
Step 3 — Review recordings
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
Step 4 — Regression test results
Expected Q9, got Q8
Rejected tests make the AI smarter
When you reject a recording because the agent went the wrong way, that correction feeds back into Questra's scenario inference model. Over time, the AI gets better at predicting what your surveys actually test — and generates fewer incorrect paths from the start.
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Transform questionnaires into deployable surveys with a single workflow. No more hand-coding logic—just upload, program, and ship to Decipher, Confirmit, or your own platform.