63
BU Score
Solid
TBR - Bookshelf
✍️ bumetric analysis
“
TBR - Bookshelf is an iOS app from TBR - Bookshelf, LLC in the Food & Drink category, currently rated 4.5★ across 4,246 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Our BU Score puts it at 63: Solid (established niche player). For a Food & Drink app, that means established niche player.
Track changes month-over-month in the Performance section below: live snapshot history and revenue forecast included.
📊 Performance Tracking LIVE
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Rating
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Reviews
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Forecast Revenue / mo
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Snapshots tracked
0
since first record
Range:
💰 Forecast Revenue / mo
MODELRevenue forecast computed from BU's 234 trigger model on each snapshot. Calibrated against ground-truth from 58 verified-revenue apps.
🔬Forecast Breakdown — Why This Estimate?Top 11 of 11 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Paid app ($0.00)METRIC | +$2,800 | |
| Excellent rating (4.5★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| cancelledREVIEW | −$1,500 | |
| Low install base (4,246 ratings)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| too expensiveREVIEW | −$1,000 | |
| Established app (4y old)METRIC | +$800 | |
| Single-language (English only)METRIC | −$400 |
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)
📈 Reviews Growth
LIVECumulative review count from first BU snapshot. Each point = a tracked update.
💚Sentiment Over Time↑ green = positive · ↓ red = negative
Apr 25
May 25
Jun 25
Jul 25
Aug 25
Sep 25
Oct 25
Nov 25
Dec 25
Jan 26
Feb 26
Mar 26
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
🗓️ Snapshot Timeline
HISTORYEach bar shows a tracked update and the metric delta from the previous snapshot.
App Specs
🔐 Own this app? Claim & verify MRR →💾 85 MB🔞 12+📱 iOS 16.6+🔖 v5.4🔄 updated 3w ago🌐 EN📂 Food & Drink💰 Free🚀 Launched 2022 (4y old)
📝 About this app
Got a growing TBR list? See great book recommendations, but forget them later? Meet TBR Bookshelf!
Easily track books you want to read, are currently reading, or have finished with no limits. Rate and review books once you’ve read them and log your favorite moments using our quick and intuitive rating system. Browse public ratings to see a book’s POV, tropes, reread rate, and up to four genre-specific ratings. For example, Romance tracks Spice, Fluff, Humor, and Tear. All ratings are anonymous, so you can be honest with your reviews.
Within our rating system, you can log:
* Reading format
* 5 Star Rating including half stars
* Up to four genre ratings
* If you would reread a book
* DNF (Did Not Finish)
* Favorite characters and quotes
* Series and standalone books
* Pro quotes and annotations (Paid Subscription Required)
* Any additional thoughts about the book
Celebrate your reading milestones with special book confetti and earn stickers for completing books and certain book tropes.
Exclusive Pro features include:
* Book tropes
* Book playlists to track songs (cannot be played within the app)
* POV format and amount
* TV show and movie adaptation ratings
* Four seasonal ratings
All users can create custom yearly reading goals. When you finish a book, it is automatically added to your yearly reading goal bookshelf. Pro users can also fully customize their bookshelves with color themes, bookshelf items, and layouts.
TBR Bookshelf makes managing your TBR list fun, easy, and satisfying. Track books, set reading goals, log quotes, and discover new reads all in one place. With customizable shelves, anonymous ratings, and a supportive community, staying on top of your reading has never been more enjoyable.
Join TBR Bookshelf, a woman-owned and operated company, BookTok’s favorite, and trusted by millions of readers.
TBR Bookshelf is free to download and use. No account or sign-up is required. TBR Bookshelf Pro includes a 7-day free trial and then options for a monthly plan ($4.99), a 6-month plan ($19.99), or a yearly plan ($29.99). All other features remain free indefinitely.
A subscription will be applied to your iTunes account at the end of your free trial. Subscriptions automatically renew unless canceled at least 24 hours before the end of the current period. You can cancel anytime in your iTunes account settings. Any unused portion of a free trial will be forfeited if you purchase a subscription.
These prices are for United States customers. Pricing in other countries may vary.
Note: This app is for tracking your reading journey. Reading is not available within the app.
Privacy Policy: http://jordanpetersonstudio.com/tbr-bookshelf-privacy-policy/ Terms of Service: http://jordanpetersonstudio.com/tbr-bookshelf-terms-of-service/
Easily track books you want to read, are currently reading, or have finished with no limits. Rate and review books once you’ve read them and log your favorite moments using our quick and intuitive rating system. Browse public ratings to see a book’s POV, tropes, reread rate, and up to four genre-specific ratings. For example, Romance tracks Spice, Fluff, Humor, and Tear. All ratings are anonymous, so you can be honest with your reviews.
Within our rating system, you can log:
* Reading format
* 5 Star Rating including half stars
* Up to four genre ratings
* If you would reread a book
* DNF (Did Not Finish)
* Favorite characters and quotes
* Series and standalone books
* Pro quotes and annotations (Paid Subscription Required)
* Any additional thoughts about the book
Celebrate your reading milestones with special book confetti and earn stickers for completing books and certain book tropes.
Exclusive Pro features include:
* Book tropes
* Book playlists to track songs (cannot be played within the app)
* POV format and amount
* TV show and movie adaptation ratings
* Four seasonal ratings
All users can create custom yearly reading goals. When you finish a book, it is automatically added to your yearly reading goal bookshelf. Pro users can also fully customize their bookshelves with color themes, bookshelf items, and layouts.
TBR Bookshelf makes managing your TBR list fun, easy, and satisfying. Track books, set reading goals, log quotes, and discover new reads all in one place. With customizable shelves, anonymous ratings, and a supportive community, staying on top of your reading has never been more enjoyable.
Join TBR Bookshelf, a woman-owned and operated company, BookTok’s favorite, and trusted by millions of readers.
TBR Bookshelf is free to download and use. No account or sign-up is required. TBR Bookshelf Pro includes a 7-day free trial and then options for a monthly plan ($4.99), a 6-month plan ($19.99), or a yearly plan ($29.99). All other features remain free indefinitely.
A subscription will be applied to your iTunes account at the end of your free trial. Subscriptions automatically renew unless canceled at least 24 hours before the end of the current period. You can cancel anytime in your iTunes account settings. Any unused portion of a free trial will be forfeited if you purchase a subscription.
These prices are for United States customers. Pricing in other countries may vary.
Note: This app is for tracking your reading journey. Reading is not available within the app.
Privacy Policy: http://jordanpetersonstudio.com/tbr-bookshelf-privacy-policy/ Terms of Service: http://jordanpetersonstudio.com/tbr-bookshelf-terms-of-service/
🆕 What's New · v5.4
Bookish Reading Reminders Are Here!!!!!
You can now personalize your reading reminders! Select your preferred notification styles (friendly, roast me, book boyfriend, etc.) and schedule to receive engaging prompts that help you stay consistent and reach your reading goals.
You can now personalize your reading reminders! Select your preferred notification styles (friendly, roast me, book boyfriend, etc.) and schedule to receive engaging prompts that help you stay consistent and reach your reading goals.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- TBR - Bookshelf
- Developer
- TBR - Bookshelf, LLC
- Bundle ID
- com.jordanpeterson.TBR---Bookshelf
- App Store URL
- Open in App Store
- Category
- Food & Drink
- Content rating
- 12+
- Languages
- EN
Company
- Website
- www.tiktok.com
- Tagline
- Not found
- Description
- Not found
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Not found
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $11.4K/mo
- Top-grossing rank
- Outside top 100 in US Food & Drink
- All-time revenue
- Not found
- Pricing
- Not found
Founder
- Name
- Not found
- X / Twitter
- Not found
- Not found
- GitHub
- Not found
- X followers
- Not found
- Public statements
- Not found
Funding
- Total raised
- Not found
- Last round
- Not found
- Investors
- Not found
- Crunchbase
- Not found
- AngelList
- Not found
Press & Links
- Articles found
- Not found
- Listed on
- Not found
- Blog
- Not found
- Press / News
- Not found
Contacts & Socials
- Socials
- Not found
- Not found
- Phone
- Not found
- Contact page
- Not found
- About page
- Not found
📈Ratings growth4,246 ratings+167% lifetimeShow 3-year history estimate ▾
Tracked (38 weeks) Pre-tracking estimate (37 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Geographic ReachNot ranked
This app is currently outside the top 100 grossing in all 9 countries we monitor (US, UK, DE, FR, JP, CA, AU, BR, IN). Niche or new apps often launch this way — popularity rankings appear once daily revenue clears the regional threshold.
Profile is built from iTunes Lookup + developer site scrape + ML revenue model. Empty fields show "Not found" — additional sources (Crunchbase, X, IndieHackers, Acquire.com) coming.
Full revenue analysis
Read the article-style breakdown for TBR - Bookshelf: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
