Evaluate AI survey programming — automatically
No more line-by-line comparisons. Upload your questionnaire and golden platform export — we program from scratch and score with a deterministic structural compare. Free PDF in minutes.
Scorecard ReportOverall Score
90% overall — deterministic compare of your golden export vs Questra's generated survey.
✓ Respondent-facing questions and choice lists largely match
△ Complex flow on Q12 uses a slightly different condition shape
Sample result — yours will be emailed as a PDF
Five categories, individually scored
Every scorecard compares your golden export to Questra's generated survey across content, hidden programming, termination, and flow logic. Each category gets a 0–100% score with per-question field detail where supported.
Respondent content
Questions respondents see and answer: wording, choice codes and labels, matrix rows/columns, and validation rules.
- Question text and instructions
- Choice / row / column codes and labels
- Matrix shape and validation rules
- Per-question field-level match breakdown
Hidden programming
Server-side variables, scripts, quotas, and other programming that does not collect direct respondent input.
- Scripts, quotas, and embedded data
- Hidden variables and server-side fields
- Programming-only elements excluded from content
Termination logic
Screen-out and complete rules: when respondents are terminated and from which step.
- Screen-out and complete rules
- Termination placement (from step)
- When conditions on terminate points
Flow logic (simple)
Default page-to-page progression and straightforward skip paths without nested boolean logic.
- Default page-to-page progression
- Straightforward skip / goto paths
- Simple visibility rules
Flow logic (complex)
Conditional visibility, multi-clause routing, and branching that references multiple prior answers.
- Multi-clause visibility conditions
- Nested branching and compound routing
- Cross-question logic references
Free — no account required. Results in minutes.
Frequently asked questions
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