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Pour Picks
A bourbon shelf app for people who actually collect.
My bourbon shelf had gotten away from me, so I built this. Scan a bottle and the AI reads the label (proof, mash bill, age) and drops it in your cellar. Log every pour. The "Pour Tonight" feature picks one from what you already own and tells you why — based on the season, what you've poured recently, and the vibe of the night. No social feed, no ads, no retailer affiliate links. Just your shelf.
Hey Hunters. Solo dev, six months of nights and weekends.
Bourbon shelf got too big to remember what I had. Every existing app was either a community review site (Distiller is great at that, by the way) or felt like a Geocities page. So I built the thing I actually wanted.
The scan uses Claude Vision instead of OCR, which sounds like a small change but makes a huge difference on a real bottle in real lighting. Catalog covers about 4,700 American whiskeys; anything not in there gets a "personal bottle" slot so your cellar stays honest.
The part that took the longest was the "Pour Tonight" feature. It picks one bottle from YOUR cellar based on what you've poured recently, time of year, and a couple of things you can tell it (mood, weather, who's there). It writes you a one-line reason. Getting it to read like a friend and not a recommendation engine was the whole game.
Free tier covers most users. Pro is $2.99/mo for unlimited scans and the journal.
Be honest. Scan UX especially.
About Pour Picks on Product Hunt
“A bourbon shelf app for people who actually collect.”
Pour Picks was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #156 on the daily leaderboard. My bourbon shelf had gotten away from me, so I built this. Scan a bottle and the AI reads the label (proof, mash bill, age) and drops it in your cellar. Log every pour. The "Pour Tonight" feature picks one from what you already own and tells you why — based on the season, what you've poured recently, and the vibe of the night. No social feed, no ads, no retailer affiliate links. Just your shelf.
On the analytics side, Pour Picks competes within iOS, Productivity and Lifestyle — topics that collectively have 765.9k followers on Product Hunt. The dashboard above tracks how Pour Picks performed against the three products that launched closest to it on the same day.
Who hunted Pour Picks?
Pour Picks was hunted by Bob Guillow. 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.
For a complete overview of Pour Picks including community comment highlights and product details, visit the product overview.
Bob Guillow