How to Find Hidden Gem Books (Beyond the Bestseller Lists)
by The Book Pup on February 6, 2026
We've all been there, scrolling through BookTok, seeing the same ten books recommended over and over. Reading bestseller lists that feature the same authors repeatedly. Feeling like everyone's reading the exact same books.
The problem? Finding these books feels impossible when algorithms keep showing you the same mainstream recommendations.
Today, I'm sharing every strategy I use to discover amazing books that aren't on every "must-read" list.
What Makes a Book a "Hidden Gem"?
Before we dive into strategies, let's define what we're looking for:
Hidden gems are books that:
- Have relatively few reviews/ratings (usually under 50k on Goodreads)
- Aren't frequently recommended in mainstream book spaces
- Didn't get major marketing pushes
- Are high quality but low visibility
- Deserve more readers than they currently have
Hidden gems are NOT:
- Bad books that are unpopular for good reason
- Books that are famous in their niche but unknown elsewhere
- Books that are deliberately obscure or inaccessible
We're looking for genuinely good books that just haven't gotten attention.
Strategy 1: Dig Deeper on Goodreads
Goodreads is powerful if you know how to use it beyond the homepage.
Try this:
- Go to Goodreads
- Click on Browse
- Click on Explore
- Find recommendations tailored to the books you have read recently!
Explore "Readers Also Enjoyed" Strategically:
Instead of: Looking at recommendations for popular books Try this: Find a hidden gem you loved, check its "Readers also enjoyed" section.
Strategy 2: Follow the Right People
Your recommendations are only as good as your sources.
Find Reviewers with Similar Taste:
- Look at reviews of books you loved
- Find reviewers who rated those books similarly to you
- Follow those reviewers on Goodreads
- Check their shelves for 4-5 star books you haven't heard of
Why this works: Algorithmic recommendations are generic. Real people with proven similar taste will lead you to books you'll actually love.
Look for Bloggers in Specific Niches:
Instead of: Following huge BookTube channels Try this: Find smaller book bloggers who read your specific preferences
- Google "[your favorite genre] book blog"
- Check their "underrated books" or "hidden gems" posts (if any)
- Follow their recommendations consistently
Why this works: Smaller bloggers aren't just covering what's trending. They're reading more diversely and championing lesser-known books.
Join Goodreads Groups for Your Interests:
- Search for genre-specific groups
- Look at their discussion threads and book recommendations
- Participate and ask for specific recommendations
- Check what lesser-known books get repeatedly praised
Strategy 3: Library Browsing (Physical or Digital)
Libraries are treasure troves of hidden gems.
Physical Library Strategies:
The "Face-out" Method: Librarians display books face-out when they want to promote them. These aren't always bestsellers, sometimes they're hidden gems the librarian loves.
The "Near Your Favorites" Method: Find books by your favorite authors on the shelf. Browse titles immediately to the left and right (books nearby are often similar in genre/theme).
The "Staff Picks" Method: Librarians read WIDELY. Their recommendations go beyond what's trending. Check staff recommendation displays or ask directly.
Ask Librarians: Seriously, just ask. "I loved [specific book], what else would I like that's not super popular?" Librarians are professionally trained to do this.
Digital Library Strategies:
Browsing on the Library App:
- Check the "Available Now" filter (popular books have waitlists, hidden gems don't)
- Browse by genre + sort by publication date (recent books without waitlists might be gems)
- Look at "Similar Titles" for books you loved
Strategy 4: Use Alternative Discovery Platforms
Go beyond the mainstream recommendation engines.
Shepherd.com:
How to use it:
- Search for a book you loved
- See what lists it appears on
- Check other books on those lists
Reedsy Discovery:
New and under-the-radar books looking for readers. You can filter by genre and read samples.
StoryGraph:
Good recommendation algorithm. More specific filters (mood, pace, character-driven vs. plot-driven).
How to use it:
- Rate books you've read
- Use their recommendation feature
- Filter for "less popular" or set rating count limits
BookBub:
Daily deals, but also great for discovering books you haven't heard of. Follow your genres and you'll get lesser-known title recommendations.
Strategy 5: Explore Backlist and Older Books
"Hidden gem" doesn't always mean new.
The Backlist Goldmine:
Books published 3+ years ago often get forgotten despite being great.
Why older books: They've had time to accumulate reviews, so you can judge quality, but they're no longer part of the hype cycle.
Classic YA from Before BookTok:
Books from 2010-2016 are often forgotten but many are excellent. These were popular once but aren't part of current discourse.
Strategy 6: Pay Attention to Awards (The Right Ones)
Not all awards are mainstream.
Look Beyond the Big Names:
Why this works: These awards highlight quality diverse books that might not get mainstream attention.
Finalist Lists Matter:
Winners get attention, but finalists are often equally good with less hype. Check shortlists and finalist lists for any award.
Strategy 7: Follow Publishers, Not Just Authors
Small and indie publishers are hidden gem factories.
How to use this:
- Find a hidden gem you loved
- Note the publisher
- Browse that publisher's catalog
- Subscribe to their newsletter for new releases
Why this works: Publishers develop reputations. If you love one book from a publisher, you'll likely love others.
Strategy 8: Mine Book Subscription Boxes
Not to buy, but to discover.
Research Box Contents:
- OwlCrate, FairyLoot - check their past boxes
- These services curate books, including lesser-known titles
- You don't have to subscribe; just look at what they've featured
- Add interesting-looking books to your TBR
Strategy 9: Reverse-Engineer Comp Titles
Authors and agents use "comp titles" (comparison titles) when pitching books.
How to Use Comps:
- Find a book pitch or blurb that mentions comp titles ("For fans of X and Y")
- Look up both comp titles AND the book being comp'd
- Search variations of those comps
- You'll find books marketed to the same audience
Example: A book marketed as "For fans of Six of Crows and The Gilded Wolves" leads you to other heist fantasy books that might be less known.
Strategy 10: Ask the Right Questions
When seeking recommendations, be specific.
Instead of Asking:
"What should I read next?" "Any good book recommendations?"
Ask This:
"I loved [specific book] because of [specific reason - pacing, character dynamics, world-building]. What's something similar but less well-known?"
"What's your favorite book with under 10,000 Goodreads ratings?"
"What book do you wish more people knew about?"
Why specificity works: Vague questions get obvious answers. Specific questions surface hidden gems.
Strategy 11: Set Discovery Goals
Make finding hidden gems part of your reading practice.
Try These Challenges:
The 10k Rule: Once a month, read a book with under 10,000 Goodreads ratings
The Debut Challenge: Read debuts from new authors (they're hidden gems by definition)
The Publisher Dive: Pick a publisher and read 3-5 of their titles
The Backlist Challenge: For every new release you read, read one backlist title (3+ years old)
Why challenges work: They force you out of recommendation algorithm loops.
Red Flags to Watch For
Not all obscure books are hidden gems. Watch for:
- ❌ Very low average rating (below 3.5) with many reviews
- ❌ Reviews mentioning basic editing issues
- ❌ No professional reviews
Green flags that suggest real gems:
- ✅ High average rating (4.0+) with moderate review count
- ✅ Award nominations or wins (even small awards)
- ✅ Published by established publishers
- ✅ Detailed, thoughtful reviews from real readers
- ✅ Steady accumulation of ratings over time
The Mindset Shift
Finding hidden gems requires changing how you think about book discovery:
From: "I'll read what everyone's reading" To: "I'll read what sounds interesting to ME"
From: "More ratings = better book" To: "Right fit matters more than popularity"
From: "I need to keep up with trends" To: "I'll explore what intrigues me"
From: "What should I read?" To: "What do I want to read?"
Start Your Hidden Gem Journey Today
Pick ONE strategy from this list and try it this week:
- Browse your library's face-out displays or staff picks
- Find a reviewer with similar taste and check their shelves
- Look at "Readers Also Enjoyed" for a non-mainstream book you loved
- Search for award finalists in categories you enjoy
- Ask a librarian for an under-the-radar recommendation
- Browse a small publisher's catalog
Share Your Hidden Gems!
Drop a comment with:
- A hidden gem you've found
- How you discovered it
- Why it deserves more love
Your recommendation might be someone else's new favorite book!
Happy reading, and may you discover many underrated treasures! 📚✨
The Book Pup
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