Coming soon to the App Store

No wrong answers. No wrong palate.

Know whatyou’ll love.Instantly.

Snap a photo of any bottle and get picks matched to you as the algorithm learns — with a reason for each one.

Free account · record your first pour in under a minute · runs in your browser today

How it works

Three steps. No homework.

You don’t need the vocabulary. You need a friend in your pocket who already knows what you like.

01

Scan

Snap a photo of any bottle. No typing, no lookup, no guessing at the label.

02

Matches, with why

Get a match score and a plain-English reason for every pick — not just a number.

03

Your palate learns

Log what you drink and the read on you gets sharper. Next bottle, better picks.

The palate engine

Not a score.
A read on you.

Other apps average a million strangers’ opinions into one number. Cluster builds a private taste profile from what you log and love — sixteen sensory dimensions, from body to minerality — and reads every wine against it. The more you pour, the sharper it gets.

“Bold, structured reds with a savory edge — like the last three Syrahs you loved.”

At the table, scan a restaurant wine list for recommendations in minutes — or ask the somm chat for more insight, even how to talk to the sommelier in person. We’re here to help you have that conversation, not replace it.

94 % match BodyAcidityOakEarthSpiceHerbalFinishFreshness

No gatekeeping

Every palate is equally valid.

Cluster isn’t a scoring machine, an intimidating wine bible, or another app ranking wine for strangers’ clout. It’s wine, made fun again — for the first-timer and the collector, equally.

  • +No wrong answers. No wrong palate.
  • +Specific beats vague — “complex and earthy” or just “giving dirt,” we’re here for both.
  • +Every wine, every budget, equal respect.
  • +We surface what you might like. We never tell you what to like.

Cluster for iPhone

On its way to the App Store.

The iOS app is in the works. Until it lands, everything — bottle scans, list scans, Pocket Somm, your palate — runs in your browser, free.