How many apps run a personalization quiz during onboarding?
- By Ali Abouelatta
- n = 751
- Published
- Updated
- 2 min read
- onboarding · signup · ux-patterns · mobile · experiments
Short answer
119 of ~751 vision-covered apps (about 16%) run an onboarding personalization quiz, meaning roughly one in six apps in the corpus asks goal, demographic, or habit questions before the user reaches the core product.source[1] It is common but not default: the large majority of apps still onboard without a quiz. Treat a quiz as a deliberate bet, not table stakes.
119 of ~751 vision-covered apps (~16%) run an onboarding personalization quiz — Lazyweb Research, July 2026.
Bar chart · Reading
Reading — How to apply it
One block is about 4.6%
- Quiz apps
- 119 of ~751 (~16%)[1]
- Non-quiz apps
- ~632 of ~751 (~84%)[1]
- Onboarding flows tracked
- 129[2]
The finding
Across ~751 apps with vision-described screenshots, 119 (~16%) include at least one onboarding personalization quiz or question screen — goal selection, questionnaire, or multiple-choice.source[1] The corpus tracks 129 canonical onboarding flows and 1,215 onboarding canonical screens overall, so quiz screens are one pattern within a much broader onboarding surface.source[2]source[3]
The honest read: a quiz is a minority pattern. If you add one, you are joining ~16% of apps, not matching a universal standard.
How to apply it
A quiz earns its place when the answers actually change what the user sees next — a tailored plan, a curated feed, a personalized paywall. If your product can't act on the answers, a quiz just adds friction before value.
Use the ~16% baseline to calibrate stakeholder expectations before committing engineering to a quiz build.
Caveats
Detection is regex over LLM vision descriptions covering ~94% of screenshots, so this counts captured quiz screens, not every question a live user sees.source[1] The denominator is ~751 vision-covered apps, not the full company table. Prevalence is therefore a floor: some quizzes are missed when the vision text doesn't verbalize the quiz framing.
Real in-market screens
Screens from real, in-market apps, tracked by Lazyweb Research.
Rootd1206 × 2622opens the full image 
Breathwrk1179 × 2556opens the full image 
Calendly1179 × 2556opens the full image 
Ticketmaster1206 × 2622opens the full image
The numbers
| # | Stat | Computed from |
|---|---|---|
| [1] | 119 of ~751 apps (~16%) run an onboarding personalization quiz | quiz_apps_total: 119 / 751 |
| [2] | 129 canonical onboarding flows | onboarding_flows_headline |
| [3] | 1,215 onboarding canonical screens | onboarding_canonical_screens |
Methodology
Universe: ~751 apps with vision-described screenshots in the Lazyweb mobile-app corpus. Method: regex over LLM vision_description to detect quiz/question screens, deduped by company, July 2026. Caveat: counts captured screens, not every question a live user encounters.
Sources
- [1]
Lazyweb Research analysis of 751 apps (Lazyweb mobile-app vision corpus), July 2026
119 of ~751 vision-covered apps show at least one onboarding quiz/question screen; regex over vision_description, deduped by company.
- [2]
Lazyweb Research analysis of 129 flows (Lazyweb onboarding-flow corpus), July 2026
129 canonical onboarding flows tracked.
- [3]
Lazyweb Research analysis of 1,215 screens (Lazyweb onboarding-screen corpus), July 2026
1,215 onboarding canonical screens, 1,211 under the generic 'onboarding' label.
Source: Lazyweb Research — proprietary analysis of real, in-market app screens. Cite as Lazyweb Research, 2026-07-07.
Explore the evidence
- Full 45-frame August 2026 capture
- Three captured screens · August 2026