Shop Scraper
Find the bottle. Near you.
Name a wine and a place. Cuvéos finds real shops — local and online — that actually carry it, grouped and sorted cheapest first, with live prices wherever a shop shows them.
What it does
From "I want that bottle" to "here's where."
Most wine apps stop at a rating. The Shop Scraper goes looking for real shops that actually carry the bottle you want — and tells you where it's cheapest.
It finds real shops
Local and online retailers that carry the bottle, within the radius you set — widening automatically if your area is thin.
It groups & sorts
Local and Online, each cheapest-first, so the best buy is obvious at a glance.
It links you straight there
Every result opens a clean search to that shop's listing — never a guessed product link that 404s.
A real scrape
One bottle in. Real shops out.
Krug Grande Cuvée, near Clarkston, Michigan, within 25 miles — here's what came back. Real shops, grouped Local and Online, sorted cheapest first, with prices where they're shown.
❖ Captured June 2026 · Clarkston, MI · within 25 mi, widened for online
Listed in the shop's Champagne selection — the best local price in this scrape.
Surfaced as a local stockist — no price shown online, so it's queued for a live price check.
Right in your town — a real local lead worth a call.
Lowest price in the scrape — surfaced when the search widened to include online retailers.
A magnum of the same cuvée — shown as a close alternative when the exact 750ml wasn't listed.
The pipeline
How a scrape is built
Four passes, in order. Each only passes forward shops it can actually tie to your bottle.
Find shops
Locate real shops near you that carry the bottle or its style, within your radius.
Read listings
Pull the bottle and any price each shop actually shows for it.
Group & sort
Split Local from Online and sort each cheapest-first; surface real leads, drop guesses.
Price hunt
A focused final pass fills in live prices for the "Check price" leads where it can.
Built to verify
Links that can't 404.
The whole point is getting you to the bottle. Every result ties back to a real shop, or it never reaches you.
No dead links
Every "Find at shop" opens a clean search to that shop — never a guessed product URL that breaks.
Leads, not guesses
A shop appears only if the research surfaced it for your bottle. "Probably has it" padding is stripped out.
Cheapest first
Local and online are split and sorted by price, so the best buy is obvious — not buried.
In good faith
A few honest notes
- Point in timeThe scrape above is a snapshot. Prices and stock change constantly — confirm with the shop before you buy.
- Search, not one-tap"Find at shop" opens a search to that shop, which lands you on the listing — a deliberate trade so links never 404.
- Prices shownLive prices come from what a shop publicly shows. Some reveal price only in cart, so those read "Check price."
- Fewer, not paddedIf only a couple of shops genuinely carry it, you'll see a couple — never invented stores to pad the list.
Find your bottle, at a real shop.
Give the scraper a wine and a place. See who has it — and for how much.
Open the scraper