FAQ

Frequently asked questions.

Everything you need to know about how Somm-AI works, what it costs, and how it finds the best-value wine on any restaurant list.

Is there an app that scans restaurant wine lists?

Yes — Somm-AI is built specifically for this. Paste any restaurant wine list URL (webpage, PDF, or menu platform link) and our AI instantly scans every bottle, evaluates each one across five quality and value dimensions, and returns your top 10 ranked picks in seconds. No label scanning, no guessing — just a ranked list tailored to your budget and style.

How is Somm-AI different from Vivino?

Vivino is a label scanner: you photograph a single bottle and get ratings for that specific wine. Somm-AI works differently — it analyzes your entire restaurant wine list at once and ranks every bottle by value relative to each other and to the market. Instead of researching individual bottles one at a time, you get the full picture instantly: which bottles are underpriced, which are overpriced, and which offer the best quality for your money tonight, at this restaurant, on this specific list.

How does AI wine recommendation work?

Somm-AI applies a 5-Dimension Value Model to every bottle on a wine list. The five dimensions are: Quality Score (the wine's intrinsic quality), Price Position (how the restaurant's price compares to fair market value), Regional Value (whether the wine's region is over- or undervalued right now), Vintage Timing (whether the wine is drinking well at this moment), and Market Dynamics (supply, demand, and trend signals). Each dimension generates a sub-score; they're weighted and combined into a single Value Score that ranks every bottle on the list.

What does a wine sommelier look for when recommending wine?

A trained sommelier evaluates several factors simultaneously: the intrinsic quality of the producer and vintage, how the restaurant's price compares to retail, which regions or grapes are underrepresented and therefore underpriced, whether the wine is at peak drinking age, and what the diner's food, budget, and taste preferences are. Somm-AI automates the first four of those factors — the value analysis — so that by the time you look at the list, the heavy analytical work is already done.

Can I use Somm-AI at any restaurant?

Somm-AI works with any restaurant that has a wine list accessible via URL — whether that's a direct link to their website menu, a PDF wine list, or a third-party menu platform. If you can access the wine list online, Somm-AI can analyze it.

How do I find the best value wine on a restaurant wine list?

The most reliable approach: compare the restaurant's price to the wine's retail value, favor bottles from lesser-known but high-quality regions, and pay attention to vintage. The second-cheapest bottle is often the highest-margin choice — restaurants know budget-conscious diners default to it. Famous names like Sancerre or Pouilly-Fumé are routinely overpriced relative to comparable alternatives. Somm-AI automates all of this analysis — paste the wine list and it surfaces the best-value bottles automatically.

Is Somm-AI free to use?

Yes, Somm-AI is free. Paste a restaurant wine list URL, set your budget and style preferences, and get your top 10 value recommendations instantly.

How long does it take to get wine recommendations?

Somm-AI returns your ranked top 10 wine recommendations in seconds after you submit a wine list URL.

What wine should I order at a restaurant if I don't know much about wine?

If you're unsure, a few rules of thumb: avoid the second-cheapest bottle (it's usually the highest-margin on the list), look for wines from regions you haven't heard of (they're often underpriced), and don't be afraid to ask your server for a recommendation based on your food and budget. Or use Somm-AI — paste the wine list URL and let the AI do the analysis. You'll know exactly which bottles offer the best quality for your money before you even sit down.

What is the best budget wine at a restaurant?

"Best budget wine" depends entirely on which restaurant, which list, and which bottles happen to be underpriced that evening. A $60 bottle can be a better value than a $90 bottle on the same list if the $60 wine has a lower markup, a stronger vintage, and comes from a high-quality producer in an undervalued region. That's precisely what Somm-AI calculates — the best value at any budget, on any specific list.