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Build Guide·reading tracker· ~8 weeks

How to Build a Reading Tracker App Without Coding

How to ship a book-tracking app — Goodreads' decline, StoryGraph's rise, and what a modern bookish app actually needs.

Opportunity
MEDIUM
Market size
$150M+ book app segment
Platform
Rork
Monetization
freemium + subscription

Goodreads is declining in quality and hasn't meaningfully updated in years. StoryGraph captured the angry Goodreads users with better mood-based recommendations and a privacy-first posture. Indie opportunity in 2026: doubling down on specific reader segments (romance readers, sci-fi, nonfiction, bookstagrammers) with niche-specific features.

Who Currently Wins in This Category

Goodreads
20M+
Book tracking + social, owned by Amazon
StoryGraph
5M+
Mood-based recommendations, no Amazon
Bookly
3M+
Reading time tracker + statistics

Recommended Stack

Platform
Rork
ISBN barcode scanning is table stakes — users want to scan book covers to log. Native Vision framework via Rork handles this cleanly.
Monetization
freemium + subscription
Free for basic tracking, premium $3.99/mo adds deep analytics, AI recommendations, unlimited shelves. Annual at $24.99 converts better than monthly in this category.

MVP Features

  1. 1.Barcode scan to add book (tied to OpenLibrary or Google Books API)
  2. 2.Reading status tracking (TBR, reading, finished, DNF)
  3. 3.Reading time tracker with session logging
  4. 4.Goals (books per year, pages per day)
  5. 5.AI recommendations based on ratings + moods

Timeline estimate: ~8 weeks for a non-coder using Rork.

How to Stand Out

Goodreads is decaying. StoryGraph took 'privacy-first + mood-based' — still room for: (1) niche reader audience (romance/fantasy/nonfiction-specific with genre-aware features), (2) bookstagram workflow app (post-generator from quotes/covers), (3) book club tool (private groups with shared reading).

ASO Keywords to Target

book trackerreading loggoodreads alternativebook diaryTBRreading goals

Common Pitfalls

  • ·Using Amazon's Goodreads API — it's closed to new developers since 2020
  • ·Shipping without barcode scanning — dealbreaker for bookish users
  • ·Trying to be general — niche readers are the paying audience

Frequently Asked Questions

Can I use the Goodreads API?
No — Amazon closed the Goodreads API to new developers in 2020. Use OpenLibrary (free, comprehensive) or Google Books API instead.
Do I need social features?
Not for v1. Social is a huge feature set and Goodreads/StoryGraph already do it. Tracking-first apps (Bookly) make real money without social.
How do I handle book cover images?
OpenLibrary provides cover images by ISBN. Google Books API also provides thumbnails. Cache them; don't hotlink.
Will a niche reader app make enough money?
Yes if the niche is passionate and underserved. Romance readers are one of the highest-spending reader segments in publishing — a romance-reader-specific tracking app has real ARR potential.
What about ebook/audiobook integration?
Tracking time in external apps (Kindle, Audible) requires screen time APIs or manual logging. Manual logging is fine for v1 — don't overengineer this.

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