This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Gamify and automate your monthly TBR lists with AI. TBRly is a cozy, aesthetic oracle built to cure reading paralysis. Powered by Gemini Pro, it turns choice chaos into intentional action. Put your books into the Deathmatch Arena, spin the Roulette wheel for a definitive pick, and instantly generate ephemeral, 7-day self-destructing links to invite friends to a shared Buddy Read. Stop doomscrolling your bookshelf—bring game mechanics, beautiful curation, and focus back to your reading.
I’m Sukriti, a Solution Architect, developer, and avid book collector. I’m incredibly excited to introduce you all to TBRly!
Like many book lovers, I have over 100 books sitting on my shelves. Yet every weekend, I’d find myself staring blankly at them for 20 minutes, completely paralyzed by choice. As a developer, when you face an annoying, repetitive real-world optimization problem, you don't live with it—you build a system to fix it. 🛠️
That’s why I built TBRly. It’s an AI-powered curation engine designed to completely eliminate book decision paralysis and data-entry dread.
What makes TBRly different from a raw text prompt or spreadsheet tracking?
The Spatial Moat (Bookshelf Scanner): No manual typing. Snap a single photo of your physical shelf—our backend parses the book spines using Gemini 2.5 Pro vision models and asynchronously hydrates rich covers and metadata.
Multilingual Vibe Prompts: Human emotion doesn't always live in rigid English keywords. You can type abstract moods in regional languages (like Hindi, Kannada, Tamil, etc.), and the engine accurately catches the semantic intent.
Gamified Decoupled State: We built an interactive Arena Tournament Bracket to let your books go head-to-head, backed by strict Domain-Driven Design (DDD) to keep your library state persistent and secure.
🎁 PRODUCT HUNT EXCLUSIVE OFFER! 🎁 To celebrate launching today, I want to supercharge your experience.
The standard free tier gives you 3 AI Oracle spins per month. Drop your registered TBRly username right here in the comments below, and I will manually upgrade your account to 10 Premium AI Oracle Spins! 🎡🔥
I’ll be hanging out here in the logs all day to answer your technical architecture questions, hear your feedback, and upgrade your accounts.
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About TBRly on Product Hunt
“Tackle your to-be-read Pile”
TBRly was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #11 on the daily leaderboard. Gamify and automate your monthly TBR lists with AI. TBRly is a cozy, aesthetic oracle built to cure reading paralysis. Powered by Gemini Pro, it turns choice chaos into intentional action. Put your books into the Deathmatch Arena, spin the Roulette wheel for a definitive pick, and instantly generate ephemeral, 7-day self-destructing links to invite friends to a shared Buddy Read. Stop doomscrolling your bookshelf—bring game mechanics, beautiful curation, and focus back to your reading.
TBRly was featured in SaaS (43k followers), Artificial Intelligence (473.1k followers) and Books (122.5k followers) on Product Hunt. Together, these topics include over 166.6k products, making this a competitive space to launch in.
Who hunted TBRly?
TBRly was hunted by Sukriti Chatterjee. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how TBRly stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Sukriti Chatterjee
Hey Product Hunt! 👋
I’m Sukriti, a Solution Architect, developer, and avid book collector. I’m incredibly excited to introduce you all to TBRly!
Like many book lovers, I have over 100 books sitting on my shelves. Yet every weekend, I’d find myself staring blankly at them for 20 minutes, completely paralyzed by choice. As a developer, when you face an annoying, repetitive real-world optimization problem, you don't live with it—you build a system to fix it. 🛠️
That’s why I built TBRly. It’s an AI-powered curation engine designed to completely eliminate book decision paralysis and data-entry dread.
What makes TBRly different from a raw text prompt or spreadsheet tracking?
The Spatial Moat (Bookshelf Scanner): No manual typing. Snap a single photo of your physical shelf—our backend parses the book spines using Gemini 2.5 Pro vision models and asynchronously hydrates rich covers and metadata.
Multilingual Vibe Prompts: Human emotion doesn't always live in rigid English keywords. You can type abstract moods in regional languages (like Hindi, Kannada, Tamil, etc.), and the engine accurately catches the semantic intent.
Gamified Decoupled State: We built an interactive Arena Tournament Bracket to let your books go head-to-head, backed by strict Domain-Driven Design (DDD) to keep your library state persistent and secure.
🎁 PRODUCT HUNT EXCLUSIVE OFFER! 🎁 To celebrate launching today, I want to supercharge your experience.
The standard free tier gives you 3 AI Oracle spins per month. Drop your registered TBRly username right here in the comments below, and I will manually upgrade your account to 10 Premium AI Oracle Spins! 🎡🔥
I’ll be hanging out here in the logs all day to answer your technical architecture questions, hear your feedback, and upgrade your accounts.
Let me know what you think, and happy reading! 🚀📚