IntermediateSITUATIONAL
A new feature request arrives with tight deadlines but no user research. How would you balance speed vs. evidence in delivering the feature, and what lightweight research methods would you apply before launch?
UI/UX Designer
General

Sample Answer

Situation: At FinServe (a B2B payments product) we had a 2-week request to add a one-click invoice export with no research. Task: As lead UX designer I had to deliver a usable MVP that mitigated risk and demonstrated value. Action: I split work into a one-week discovery + one-week build. Discovery used lightweight, high-impact methods: rapid stakeholder interviews (3 PMs/sales reps), analytics review (Amplitude to identify top 20% of invoice flows accounting for 85% of traffic), and guerrilla usability testing—5 moderated sessions via Lookback targeting power users recruited from our customer Slack. I created a clickable Figma prototype and ran a 24-hour remote unmoderated Maze test (n=50) to validate task success and time-on-task. I instrumented the prototype with Hotjar heatmaps and set up feature flags in LaunchDarkly + A/B in Optimizely for a controlled rollout. Result: We shipped the MVP in the 2-week window, observed a 30% reduction in export time and a 12% lift in invoice export conversion in the first month, with zero major usability regressions identified.

Keywords

Prioritize: split discovery vs build to balance speed and evidenceUse specific lightweight methods: analytics (Amplitude/GA), guerrilla testing, Maze, Lookback, HotjarPrototype in Figma and use feature flags/A-B testing (LaunchDarkly/Optimizely)Quantify outcomes (time saved, conversion lift) and timelines (e.g., 2-week sprint)Collaborate with stakeholders and recruit 5–50 users depending on method
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