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No wrong answers. No wrong palate.

Know what you’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.

Add your first pour

Free account · record your first pour in under a minute

Or scan a wine list instead
Step 1

Scan

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

Step 2

Matches, with why

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

Step 3

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.

0% matchGreat match

to your palate

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.