Weekend projectJuly 2026 · 6 min read

How to Build a Reading Tracker App with AI

Reading trackers are a Goodreads-lite in miniature: shelves, progress, and a yearly goal. The models are simple and the loop is satisfying — mark pages read, watch the goal bar fill. It generates well because the whole thing is CRUD over books plus a couple of derived stats.

What a reading tracker app needs

  • Shelves: reading, to-read, finished
  • Log progress by page or percent
  • Star ratings and short reviews
  • Yearly reading goal with progress
  • Reading streak and stats

The screens

ScreenWhat it does
ShelvesTabs for Reading, To-Read, Finished
Book DetailProgress slider, rating, review, notes
Add BookTitle, author, cover, page count
StatsYearly goal bar, books/pages this year, streak
SettingsGoal target, units, subscription

The data model

  • Book: title, author, cover, totalPages, shelf
  • Progress: bookId, date, page
  • Review: bookId, rating, text

The build prompt (copy this)

Paste this into ShipNative and it becomes a working React Native app with these screens, navigable in a live preview, in about two minutes:

A reading tracker. Users add books to Reading / To-Read / Finished shelves, log progress by page, rate and review finished books, and track a yearly reading goal. Screens: Shelves (tabbed), Book Detail with progress slider and review, Add Book, Stats with goal bar and streak, Settings. Subscription unlocks unlimited books and stats.

Then iterate with small, screen-specific prompts (“make the primary button bigger”, “add an empty state”), preview on your own phone, and export the full Expo project whenever you want. The full method: how to build an app with AI.

How it makes money

Freemium: a small shelf free, unlimited books + stats behind a $2–4/mo subscription. Low price fits the casual-hobby audience.

Implementation and the revenue math for every model: how to make money from an app. When you’re ready to ship: App Store and Google Play publishing guides.

Build it now

The prompt above is free to run at shipnative.dev — working reading tracker app on your phone today, full code export, no credit card.

Frequently Asked Questions

Can I add book cover lookup?

Yes — wire in a free books API (like Open Library) so users search a title and get the cover and page count auto-filled. Start with manual entry to ship, then add lookup as a fast-follow.

How is this different from Goodreads?

Goodreads is social and bloated; the opportunity is a fast, private, ad-free tracker. Compete on speed and calm design, not on a bigger social graph you can’t bootstrap.

How to Build a Habit Tracker App

Build a habit tracker app in an afternoon with AI — screens, streak logic, reminders, and …

See build plan →

How to Build a Workout Tracker App

Build a workout tracker app with AI — exercise logging, routines, progress charts, and res…

See build plan →

Ship a real React Native app today

Describe, preview, and export Expo code — free to start.

Build with ShipNative →