Real instrument shapes for commercial research teams.
These are not one-question demos. Each case describes a multi-step respondent instrument with components, logic, export fields, and known limits.
Singapore panel survey with message testing and SPSS handoff
Public-sector research agency or panel operator
A source-backed panel research instrument for organizations running Qualtrics-style fieldwork with quota metadata, randomized message exposure, open-ended probes, and analyst-ready exports.
Resident panel onboarding and survey routing
Online panel operator or public research unit
A de-identified end-to-end panel member journey covering resident eligibility, profile enrichment, survey preferences, invitation framing, reward orientation, email frequency, quality controls, consent, and export handoff.
Singapore pulse main survey
Public opinion, social research, or policy insights team
A synthetic 8-15 minute main survey wave for public sentiment work: quota fields, quality checks, quality-of-life batteries, issue priorities, policy modules, AI/media attitudes, open text, and SPSS-ready export.
Concept, MaxDiff, and package-choice study
Market research agency
A public commercial research instrument pattern for agencies that receive briefs, old questionnaires, or product PDFs and need a respondent link with clean exports.
AI-advice treatment with reveal tracking
BE / nudge consultancy
A controlled intervention pattern for testing whether advice, model confidence, or information acquisition changes respondent choices.