Is There an App That Suggests Cocktails? Build One in 2026

You’ve got a shelf of half-used bottles and no idea what to make. So you search: is there an app that will suggest cocktail recipes based on ingredients you have on hand? Yes — but instead of hunting for one that almost fits, you can build your own in a few minutes.

Why build your own instead of downloading one

There are generic cocktail apps out there. Most make you type in every bottle, bury you in ads, or suggest drinks that need three spirits you don’t own. If you’ve ever thought I wish there was an app for cocktails with the ingredients I have, the honest fix is a tool built around your bar, your taste, and how you actually use it.

Auto is camera-first: you describe what you want, snap a photo, and it builds you a personal mini-app — a “Frame” — around it. No code, no app store.

Build it in Auto: the quick version

1. Open Auto and describe the app: “Take a photo of my spirits and suggest 1–3 cocktails I can actually make with them.”
2. Snap a photo of your bottles. Auto reads the labels and builds a working Frame.
3. Refine it in plain language — change colors, add favorites, tweak how recipes display. Each note updates the app live.

That’s the whole loop. You’re describing what you want and watching it get built, not settling for someone else’s idea of a cocktail app.

How someone built theirs

One Auto user wanted an app that tells you what cocktail to make with what you have — so they built it. Their first prompt was almost exactly that: snap a photo of a bunch of spirits, get 1–3 suggestions, and never suggest a recipe calling for a spirit that isn’t in the photo (mixers and common pantry items were fair game).

From there they shaped it prompt by prompt:

• Readability: they moved each recipe to its own screen, with ingredients up top and big, chunky step-by-step instructions “I can read from a long way away while sipping my cocktail.”
• Finding drinks: added a favorites list on the home screen and a simple search bar to filter by ingredient.
• Smarter suggestions: clarified that recipes don’t need to use every ingredient, and that classic, real cocktails should win over improvised “twists.”
• A drinks cabinet: every bottle spotted in a photo gets saved, so future suggestions weigh what’s in the photo and what’s already in the cabinet.
• Small fixes: never list ice as an ingredient, keep recipe titles to just the drink name (no parentheses), and make the primary color red.

They also hit a couple of snags — a photo returning nothing, a stray loading spinner — and fixed both by just describing the problem. The result is a Frame that fits their bar exactly.

You’ll see real examples of these floating around Auto, like one called Mix Master — proof people are already building this, not just wishing for it.

FAQ

Do I need to know how to code? No. You describe what you want in plain English and Auto builds it.

How is this different from a regular cocktail app? It’s yours. You tune the suggestions, layout, and rules to fit your actual bottles and how you like to drink.

How long does it take? A basic version takes a few minutes. Refining it is just more plain-language notes.

Can it remember my bottles? Yes — a drinks-cabinet feature can save every spirit it spots so future suggestions get smarter.