# How many apps run a personalization quiz during onboarding?

Source: Lazyweb Research
Published: 2026-07-07
Sample size: n=751
Tags: onboarding, signup, ux-patterns, mobile, experiments
HTML: https://www.lazyweb.com/research/how-many-apps-use-onboarding-personalization-quiz
Markdown: https://www.lazyweb.com/research/how-many-apps-use-onboarding-personalization-quiz.md

**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.[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.

## 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.[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.[2][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.

| Signal | Reading |
|---|---|
| Quiz apps | 119 of ~751 (~16%)[1] |
| Non-quiz apps | ~632 of ~751 (~84%)[1] |
| Onboarding flows tracked | 129[2] |

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.[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.

## The numbers

| Stat | Computed from |
| --- | --- |
| 119 of ~751 apps (~16%) run an onboarding personalization quiz | quiz_apps_total: 119 / 751 |
| 129 canonical onboarding flows | onboarding_flows_headline |
| 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 & citations

- [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.

## Related questions

- [How many questions should an onboarding personalization quiz ask?](https://www.lazyweb.com/research/how-many-quiz-questions-onboarding)
- [Which app categories use onboarding personalization quizzes the most?](https://www.lazyweb.com/research/which-app-categories-use-onboarding-quizzes)
- [What questions do apps ask in an onboarding quiz before the paywall?](https://www.lazyweb.com/research/what-questions-apps-ask-before-paywall)