Research

We read 2,353 App Store reviews of the top book tracking apps. Here's what parents actually hate.

April 4, 2026 · 7 min read

We built Well Storied to help families track reading together. Before writing a single line of code, we did something most app teams skip: we read the reviews.

Not a handful. All of them.

We pulled 2,353 App Store reviews across the 10 most-downloaded book tracking apps — every star rating, up to 250 reviews per app. What we found is a category that looks healthy on the surface but is quietly failing the families who need it most.

The numbers look fine. They're not.

Book tracking apps average around 4.7 stars. That sounds great until you read what's underneath.

⭐⭐⭐⭐⭐ Five stars — 64% of reviews

⭐⭐⭐⭐ Four stars — 15%

⭐⭐⭐ Three stars — 7%

⭐⭐ Two stars — 5%

⭐ One star — 9%

More than 1 in 5 reviewers is telling you something is wrong, while the headline number looks fine. And the type of complaint is different from what you'd expect. This isn't about scams or dark patterns. It's more fundamental: these apps were designed for a solo adult reader sitting at a desk. They were never really designed for families.

The app everyone uses hasn't been updated in years

Goodreads has over 714,000 App Store ratings. It's the default choice for people who want to track their reading — and it's visibly, openly stagnant.

"Sorry, but apparently you can't view quotes you have liked on the mobile app. For over 5 years this has been the case? Come on, implement it already."

"The complete lack of effort shown in this app doesn't make them look good. It would be so easy to improve this app."

Nine percent of all reviews in our dataset specifically mention switching away from Goodreads. That's an active, vocal group of people who want something better and are actively looking for it.

The one app built for kids is broken for families

Beanstack is the default app for school reading challenges — the kind where kids log minutes and earn badges over summer break. It's used by libraries and school districts across the country.

It has real problems with multi-child households — which is exactly who uses it.

"This app is awful for having multiple children under the same app. Ones not showing up. I'm trying to log readings and nothing is happening, it's frustrating and TOO COMPLICATED!"

"It needs too many taps to log reading. It is specially a pain for children's books when you need to log in bulk."

A parent with three kids doing a summer reading challenge shouldn't need a tutorial. The logging flow is so friction-heavy that families give up before finishing the program. The app wins institutional contracts but loses the families who actually have to use it every night.

The fastest-growing alternative moved too fast

Fable launched as a modern Goodreads alternative — better design, actual community features, a real book club experience. Users loved the concept.

"So they claim they didn't put any free features behind a paywall, but all the stats they put behind a paywall can be accessed for FREE on Goodreads, StoryGraph, and Hardcover."

"Why was the ability to message other users taken away with the new update? That was a great feature and now it's gone."

Fable built something people cared about, then started taking things away. The users who stayed noticed.

What five-star reviews actually say

Here's what drives five-star reviews across all 10 apps, in order of how often it appears:

What reviewers praise% of 5★ reviews
Tracks reading goals reliably47%
Easy to use23%
Social / community features18%
Cute or fun design16%
Good for kids / school14%
Reading stats and insights10%
Replaced Goodreads9%

Notice what's not on the list: advanced cataloging, ISBN scanning, author following. The things app teams spend engineering time on aren't what earns five-star reviews.

Five-star reviews sound like this:

"I have been on Goodreads for over 10 years. I started in middle school — it's incredible to see how my reading tastes and personality changed through the years."

The emotional core of a great book tracking app is simple: help me read more, and remember what I've read. The apps that do that reliably, without friction, win.

The apps that are actually working

Not all book tracker apps are struggling equally. The pattern is consistent: smaller, more focused apps with clear use cases have the cleanest records. The bigger and more ambitious the app, the more fragile the trust.

AppHealthWhy
Margins🟢 ExcellentAnnotation-focused, clean, clear purpose
Bookmory🟢 ExcellentNewer tracker, very few complaints
Reading List🟢 StrongMinimal feature set, minimal complaints
Bookly🟢 SolidReliable tracker, low frustration
Goodreads🔴 StrugglingAmazon's neglected acquisition
Beanstack🔴 StrugglingSchool mandate app, broken for families
Fable🔴 StrugglingFeature regression, paywall complaints

The gap nobody has filled

The reading tracker market has a gap that no app has filled well: the family reading experience.

Goodreads is built for individual adult readers. Beanstack is built for institutional reading programs. Fable is built for social book clubs. None of them are built for the parent who wants to log a picture book with their four-year-old, track a chapter book series with their seven-year-old, and look back on all of it in ten years.

The frustration in the reviews isn't with reading tracking as a concept. It's with apps designed for one user at a desk, deployed to families juggling kids and a bedtime routine.

What we built instead

We read 2,353 reviews so we'd know exactly what not to build.

No login loops. No data loss. No five-year-old unresolved bugs. No feature regressions. No paywalling things that should be free.

A simple, warm app that helps families track the reading they do together — and remembers it forever.

Well Storied is free to download on iPhone.

Download on the App Store ✨

Data source: Apple App Store, April 2026. 2,353 reviews across 10 apps: Goodreads, Beanstack, Fable, Bookly, Reading List, Bookmory, Margins, Book Tracker TBR, StoryGraph, Read with Ello.