# Which app categories invest most in a dedicated cold-start screen?

Source: Lazyweb Research
Published: 2026-07-07
Sample size: n=107
Tags: onboarding, ux-patterns, mobile, retention, saas
HTML: https://www.lazyweb.com/research/cold-start-screens-by-app-category
Markdown: https://www.lazyweb.com/research/cold-start-screens-by-app-category.md

**Answer.** Cold-start screenshots concentrate in Education (23) and Health & Fitness (17) — the only two categories that clear N>=8 [1]. Everything else (Magazines & Newspapers 6, Weather 5, News 5, and lower) is an absolute count, not a rate [1]. Across the corpus the dedicated cold-start category spans just 58 canonical screens over 107 apps, so read this as a small, concentrated pattern [2].

> Education (23) and Health & Fitness (17) hold the most cold-start screenshots — the only categories clearing N>=8 — Lazyweb Research, July 2026.

## The category picture

Raw cold-start screenshots mapped to the dedicated cold-start canonical category, by app-store category [1]:

| Category | Cold-start screenshots | Reliable? |
|---|---|---|
| Education | 23 | Yes (N>=8) |
| Health & Fitness | 17 | Yes (N>=8) |
| Magazines & Newspapers | 6 | No (N<8) |
| Weather | 5 | No (N<8) |
| News | 5 | No (N<8) |
| Food & Drink | 4 | No (N<8) |
| Productivity | 3 | No (N<8) |
| Entertainment | 3 | No (N<8) |
| Books | 3 | No (N<8) |

Education and Health & Fitness together hold 40 of the 374 raw cold-start screenshots.

## Why these categories

Both leading categories depend on establishing a day-one habit, which is exactly what a dedicated cold-start screen sets up: a learning app frames a first lesson, a fitness app frames a first goal or workout. Named cold-start apps in these spaces include betterme, fitbod, fiton, apple-fitness, calm, and headspace, alongside content apps like nyt and blinkist [3]. The pattern is about routine formation, not just filling emptiness.

## How to apply it

If you build an education or fitness app, a purpose-built cold-start screen is peer-validated — model it on betterme or fitbod. In categories below N=8 the data can't establish a convention; a bespoke cold-start screen there is a differentiator you should justify independently. Because the whole family is small (58 canonical screens), benchmark against named examples rather than a category rate [2].

## Caveats

Only Education (23) and Health & Fitness (17) clear N>=8; all other categories are absolute counts, never percentages [1]. The cold-start family (58 canonical screens, 374 raw shots, 107 apps) is the smallest in the corpus, so no percentage headline is appropriate [2]. Screenshot counts reflect captured screens, not runtime frequency [1].

## The numbers

| Stat | Computed from |
| --- | --- |
| Cold-start by category: Education 23, Health & Fitness 17, Magazines 6, Weather 5, News 5, Food & Drink 4, Productivity 3, Entertainment 3, Books 3 | cold_start_by_category full list; denominator 374 raw cold-start screenshots; only Education/H&F N>=8 |
| 58 cold-start canonical screens, 374 raw screenshots, 107 apps | cold_start_canonical: canonical_screens 58, raw_screenshots 374, companies 107 |
| Cold-start apps: betterme, fitbod, fiton, apple-fitness, calm, headspace, nyt, blinkist | qualitative named_examples cold_start |

## Methodology

Universe is 374 raw cold-start screenshots from 107 mobile apps (July 2026), split by app-store category; only categories with N>=8 are treated as reliable. The family is below n=50 overall, so no percentage headline is used.

## Sources & citations

- [1] Lazyweb Research analysis of 374 cold-start screenshots (mobile-app screenshot corpus), July 2026. Raw cold-start screenshots by app-store category; only Education and Health & Fitness clear N>=8.
- [2] Lazyweb Research analysis of 23,407 canonical screens (mobile-app screenshot corpus), July 2026. Cold-start canonical category: 58 screens, 374 raw screenshots, 107 companies.
- [3] Lazyweb Research analysis of 809 tracked apps (mobile-app screenshot corpus), July 2026. Named cold-start apps in education and fitness categories.

## Related questions

- [How common is a dedicated cold-start (first-run) screen, and which apps use one?](https://www.lazyweb.com/research/cold-start-first-run-screen-prevalence)
- [Which app categories are most likely to use a setup checklist?](https://www.lazyweb.com/research/setup-checklist-by-app-category)
- [What do top apps show a brand-new user on an empty home screen?](https://www.lazyweb.com/research/what-brand-new-users-see-on-empty-home-screen)