Liquor Data Scraping Services for Prices, Stock & Promotions
Collect wine, spirits and beer prices, stock, promotions and product details from liquor stores, delivery apps and wine marketplaces. Our liquor data scraping delivers clean, structured alcohol data your pricing, category and sales teams can use, by brand, bottle size and ZIP code.
Get a Free Liquor Data Sample
Liquor Price and Stock Data That Keeps Up With Every Store
Liquor prices change often and differ by store, state, bottle size and delivery app, while promotions, case discounts and member prices come and go every week. Checking liquor store websites and apps by hand misses most of these moves. Xwiz handles alcohol data scraping for you, collecting public wine, spirits and beer prices, stock, promotions and product details, then matching every product by brand, size and vintage. As part of our wider ecommerce data scraping services, we deliver clean data that helps brands, retailers and distributors price competitively, protect margins and spot gaps on the shelf early.
Liquor Data Fields We Extract
Our liquor price scraping covers 50 fields across product details, pricing, stock, promotions, ratings and retailers. Every record is matched by brand, bottle size and vintage, so you compare the same wine, spirit or beer across every store and delivery app.
{
"product": "Oak Ridge Small Batch Bourbon",
"category": "spirits/whiskey/bourbon",
"size_ml": 750,
"abv": 45.0,
"region": "Kentucky",
"price": 34.99,
"regular_price": 39.99,
"promo": "mix_6_save_10",
"in_stock": true,
"same_day_delivery": true,
"rating": 4.6,
"reviews": 1240,
"retailer": "SpiritHouse",
"zip": "78701",
"scraped_at": "2026-11-03T08:00"
}
Product Details
What the bottle is- Product name
- Brand
- Category
- Subcategory
- Bottle size
- Pack size
- ABV / proof
- Country & region
- Vintage
- Grape / mash bill
- UPC
Pricing
What it costs- Regular price
- Sale price
- Price change
- Price per litre
- Case price
- Mix & match deal
- Member price
- Price history
Stock & Delivery
Where it is available- In stock / out of stock
- Stock level
- Store pickup
- Same-day delivery
- Delivery fee
- Delivery ZIP codes
- Shipping states
Promotions
What is on offer- Promo type
- Discount %
- Promo dates
- Coupon code
- Bundle offers
- Featured placement
- Gift sets
Ratings & Reviews
What drinkers think- Average rating
- Review count
- Critic score
- Tasting notes
- Food pairing
- Awards
Store & Source
Where it was found- Retailer
- Store location
- State
- ZIP code
- Source site
- App / web
- Search rank
- Shelf position
- Product URL
- Currency
- Date captured
Need a field that isn't listed? We'll scope it for your brands, stores and markets.
Get a Free Liquor Data SampleOur Liquor Data Scraping Services
From liquor store shelves to delivery apps and wine marketplaces, our liquor data scraping services collect public wine, spirits and beer data and turn it into structured data your pricing, category and sales teams can act on. Each service can run on its own or as part of one combined feed. We build the scrapers, check every record and fix them when sites change.
Liquor Price Scraping
Liquor prices vary by store, state, bottle size and channel, and they change every week. Our liquor price scraping collects regular, sale, member and case prices for the wine, spirits and beer you choose across liquor stores, retailers and apps, matches each bottle by brand, size and vintage, and keeps full price history for every product.
Stock & Availability Tracking
An empty shelf loses a sale to the bottle next to it. We track in-stock, low-stock and out-of-stock status for every product you follow, by store, ZIP code and retailer, and record how long each gap lasts, so brands, distributors and sales teams can fix supply problems before they cost volume or shelf space.
Liquor Delivery App Data
Delivery apps now sell a large share of alcohol, often at different prices from the store. Our liquor delivery data scraping collects app prices, delivery fees, order minimums, delivery times and store coverage by ZIP code, so retailers and brands can see how their products are priced and delivered on every app in each market.
Promotions & Discount Monitoring
Liquor promotions change weekly and peak around holidays. Our alcohol price monitoring tracks price cuts, multi-buy and mix-and-match deals, case discounts, gift sets, coupon codes and free delivery offers across retailers and apps, with start and end dates, so pricing and trade marketing teams can time their own promotions and respond quickly.
Product Catalogue & Wine Data Scraping
Wine and spirits catalogues are large and full of detail. Our wine data scraping collects product names, brands, categories, vintages, regions, grape varieties, ABV, bottle and pack sizes, UPCs and critic scores, and flags new and discontinued products, so category managers and brands can track range, gaps and new launches across every retailer.
Ratings & Review Data
Ratings and reviews shape which bottle drinkers pick off the shelf. We collect public ratings, review counts and review text for your products and competitors, group comments into topics such as smoothness, value and taste, and track critic scores, without collecting reviewer identities, so brand and marketing teams can see what drives scores up or down.
See How Your Bottle Prices Compare Before Shoppers Do
Send us the brands, products, retailers or markets you want to track. We’ll send a free sample dataset with matched wine, spirits and beer prices, promotions and stock, so you can check accuracy and coverage before you commit.
| CellarMart (you) | $36.49 |
| SpiritHouseLowest | $34.99 |
| VinoDirect | $37.99 |
| BottleRun app | $38.99 |
Liquor Stores, Delivery Apps & Wine Sites We Scrape
We collect alcohol data from liquor store chains, grocery and big-box retailers, delivery apps, wine and spirits marketplaces, control-state liquor boards and rating sites across the US, Canada, the UK, Europe and Australia. We build a scraper for each source you pick, so every wine, spirit and beer arrives in one clean, matched format. Selling through grocery apps too? See our grocery data scraping services.
US Liquor Retailers
8- Total Wine & More
- BevMo
- Spec's
- ABC Fine Wine & Spirits
- Binny's
- Liquor Barn
- Twin Liquors
- Hi-Time Wine Cellars
Grocery & Big-Box Stores
7- Costco
- Walmart
- Target
- Kroger
- Safeway
- H-E-B
- Sam's Club
Delivery & Ordering Apps
6- Instacart
- Gopuff
- Uber Eats
- DoorDash
- ReserveBar
- Thirstie
Wine Marketplaces & Clubs
7- Wine.com
- Vivino
- Wine-Searcher
- Wine Access
- K&L Wines
- Last Bottle
- Firstleaf
Spirits & Beer Marketplaces
5- Flaviar
- Caskers
- Seelbach's
- Craft Shack
- Tavour
International Retailers
8- Dan Murphy's
- BWS
- Liquorland
- LCBO
- SAQ
- Majestic Wine
- The Whisky Exchange
- Drinks&Co
State Liquor Boards
4- PA Fine Wine & Good Spirits
- Virginia ABC
- NC ABC boards
- Ohio OHLQ
Ratings & Review Sites
4- Untappd
- Distiller
- BeerAdvocate
- CellarTracker
Don't see your source? Tell us the website and we'll check it for free
We collect publicly available data only. Brand names belong to their owners and are listed to show sources we can scrape, not partnerships.
Built for Drinks Brands, Retailers & Distributors
Whether you make, import, sell or deliver wine, spirits and beer, our liquor data scraping is shaped around the decisions your team makes every week, from shelf prices and promotions to stock, range and new launches.
Wine, Spirits & Beer Brands
See how every retailer and app prices, stocks and promotes your bottles against competitors, by state and ZIP code, so you can protect price positioning and fix gaps on the shelf.
Liquor Retailers & Chains
Compare your shelf prices, promotions and range with nearby stores and delivery apps every day, so pricing teams can stay competitive without giving away margin on popular bottles.
Distributors & Importers
Track where your portfolio is listed, in stock and promoted across retailers and states, and find stores and markets where your brands are missing or underpriced.
Delivery Apps & Marketplaces
Benchmark your liquor prices, fees, delivery times and range against other apps and stores by ZIP code, and find the products and areas where your offer falls short.
Category & Trade Marketing Teams
Follow promotions, new launches, discontinued products and price changes across the market, so you can plan promotions, ranges and trade spend on current market data.
Analysts & Investors
Use alcohol prices, promotions, stock levels and ratings across retailers and regions as early signals of brand health, category trends and pricing power, well before quarterly results.
Liquor Data Delivered the Way Your Team Works
No new tools to learn and no messy files to clean. Your wine, spirits and beer prices, stock and promotions data arrives ready to use, in the format, channel and schedule that fit how your pricing, sales or category team already works.
Your Preferred Format
One row per product and store, with the same columns every time, so files open straight in your spreadsheet, BI tool or database.
- CSV
- Excel
- JSON
- XML
Delivered Where You Work
Data lands directly in your pricing tool, dashboards or data warehouse, so your team never has to download, upload or reformat anything.
- REST API
- Amazon S3
- Google Sheets
- SFTP
On Your Schedule
Check prices several times a day during holidays and promotions, refresh stock and catalogues daily or weekly, or order a one-time dataset.
- Intraday
- Daily
- Weekly
- Monthly
- One-time
Matched & Checked Data
We match every product by brand, bottle size and vintage, standardise categories and pack sizes, and check every file before delivery.
- Product matching
- Size & pack normalisation
- Price per litre
- QA checks
How Our Liquor Data Scraping Services Work
From the first call to your first file, every project follows the same clear steps. You always know what data you will get, when it arrives and how it was checked.
Share Your Brands, Products & Stores
Tell us the brands, products, retailers, delivery apps and states or ZIP codes you want covered, plus fields and refresh frequency, and we scope the project around your pricing decisions.
01
Get a Free Liquor Data Sample
Before you commit, we send a free sample of wine, spirits and beer prices from your chosen stores, so your team can check fields, matching and format against your needs.
02
Custom Liquor Scraper Setup
We build scrapers for each liquor store, delivery app and wine marketplace you need, handling store and ZIP selection, search filters, pagination and layout changes without extra work from you.
03
Product Matching & Quality Checks
Every product is matched by brand, bottle size and vintage, categories and pack sizes are standardised, and prices are checked for gaps, duplicates and outliers before any file reaches you.
04
Scheduled Liquor Data Delivery
Fresh prices, stock, promotions and product data arrive on your schedule through API, S3, Google Sheets, SFTP or email, and we update scrapers whenever a source site changes its layout.
05
Why Choose Xwiz for Liquor Data Scraping
Liquor prices change by store, state, size and app, and every retailer lists products differently. Here's why drinks brands, retailers and distributors trust Xwiz to collect alcohol data cleanly.
Get in TouchMatched by Brand, Size & Vintage
A 750ml bottle is never compared with a 1.75L one, and a 2021 wine never with a 2022. Every product is matched exactly before prices are compared.
Store, State & ZIP-Level Prices
Alcohol prices and laws differ by state and store. We collect at store and ZIP level, including control-state boards, so you see real local prices.
Every Deal Type Captured
Case prices, mix-and-match deals, member prices, coupons and gift sets are captured separately, so you see the real price shoppers pay, not just the shelf tag.
Price per Litre, Ready to Compare
We calculate price per litre and standardise pack sizes, so bottles, multipacks and cases from different retailers and apps compare like for like at a glance.
Fully Managed, Zero Maintenance
We run the scrapers, proxies and infrastructure, check every record and deliver on schedule, so your team never has to build or maintain a scraper.
Public Data, Compliance First
We collect only public product, price and stock data, never shopper details, age verification data or anything behind a login. Every project is covered by an NDA.
Case Study
Trusted by Clients Worldwide
Outstanding service! The team delivered accurate Amazon data much faster than expected, exceeding expectations impressively.
The scraping solution was seamless and efficient, saving us countless hours of tedious manual research and analysis.
Excellent communication and consistently reliable results keep our marketing team happy, confident, and fully supported throughout.
Very professional team that customized the scraper precisely to our project requirements, ensuring perfect results.
Impressive accuracy and speed; we use Xwiz's Walmart scraper daily for pricing insights and confident decisions.
Quick turnaround and top-quality output make their service recommendable for any company seeking reliable data.
They handled complex websites like Shein effortlessly, showing excellent attention to detail and responsive support.
Their data extraction helped us analyze competitors efficiently, supported by a reliable and strong team.
Smooth experience from start to finish; final data was perfectly formatted, clean, and consistently reliable.
Affordable, accurate, and responsive, they exceeded expectations on every project, delivering consistently impressive results always.
Liquor Data Scraping FAQs
Straight answers on what wine, spirits and beer data we collect, which stores and apps we cover, how we stay compliant, how often prices update and how to get a free sample.
Liquor data scraping services collect publicly listed wine, spirits and beer data from liquor stores, grocery retailers, delivery apps and wine marketplaces. Xwiz builds and runs the scrapers for you, matches every product by brand, bottle size and vintage, and delivers clean prices, stock, promotions and product details without you maintaining anything.
We collect product names, brands, categories, bottle and pack sizes, ABV, vintage, region, regular and sale prices, case and member prices, promotions, stock status, delivery fees, ratings, review counts and critic scores, by retailer, store and ZIP code. You choose the fields you need, and every product arrives in the same format.
We cover liquor chains such as Total Wine & More, BevMo and Spec’s, grocery and big-box stores, delivery apps such as Instacart and Gopuff, wine sites such as Wine.com and Vivino, state liquor boards and international retailers such as Dan Murphy’s and LCBO. If prices are public, we can usually scrape them.
Yes. We tag every product by category and subcategory, so you can run spirits price tracking, wine price scraping and beer price data scraping as separate feeds or together. Each feed keeps its own fields, such as vintage for wine, ABV for spirits and pack size for beer.
Yes. Alcohol prices and promotions vary by state, store and delivery area, so we collect at store and ZIP code level for the markets you choose, including control-state liquor boards. You see real local shelf and app prices rather than one national average.
Yes. Our liquor delivery data scraping collects app prices, delivery fees, order minimums, delivery times and which stores serve each ZIP code. You can compare app prices with in-store prices and see how your products are listed and priced on every app in your markets.
Collecting publicly visible data, such as listed liquor prices, product details, stock status and published promotions, is generally legal in most markets. Xwiz never collects personal data or data behind logins, and every project is reviewed and covered by an NDA. For legal questions about your specific use, check with your own counsel.
No. We collect only public product, price, stock and promotion data. We never collect shopper accounts, order history, age verification details, ID data or reviewer identities, and we never place orders. Your alcohol data stays focused on products and the market, not on people.
We can scrape liquor prices several times a day, daily, weekly, monthly or as a one-time dataset. Prices during holidays and promotions often run several times a day, while catalogues, stock and ratings usually refresh daily or weekly. Every record is timestamped, so you see exactly when prices changed.
Yes. Share the brands, products, retailers or markets you need, and we will scrape a free sample of real wine, spirits and beer data. You can check the fields, matching and format against your own data before deciding on anything, with no commitment and an NDA in place.
Blog & Articles
Tell Us What Data You Need
Share the websites or apps you need data from and what you want to collect. Our team will review your request and send a plan with a free sample dataset.