Alcohol & Wine Retail Data Scraping - How to Monitor Product Availability and Price Changes Across Total Wine, Binny's, ABC, and Vivino

Introduction

Alcohol & Wine Retail Data Scraping gives retailers, distributors, wine brands, and market intelligence teams a structured way to monitor product prices, availability, assortment, promotions, ratings, reviews, and competitor activity across major alcohol and wine retailers. Instead of manually checking thousands of listings, businesses can collect product-level information at recurring intervals and turn marketplace changes into measurable competitive signals.

The need for this visibility is growing because the U.S. beverage alcohol market has experienced major changes since 2020. U.S. total beverage alcohol volume increased 2% in 2020, the largest gain since 2002, as consumers shifted toward at-home consumption. By 2022, U.S. spirits supplier sales had reached a record $37.6 billion, while spirits captured 42.1% of the total beverage alcohol market. In 2024, spirits sales were $37.2 billion, while volume reached 312.2 million 9-liter cases.

For a business comparing Total Wine vs ABC Fine Wine, simply checking today's price is not enough. Decision-makers need to know which products are available, how prices differ by retailer, which products are repeatedly discounted, and how assortment changes over time.

The objective is therefore straightforward: create a continuously updated competitive dataset that helps businesses answer questions about price positioning, product availability, assortment gaps, retailer behavior, and category trends.

What Product Information Should Businesses Collect From Major Alcohol Retailers?

A competitive alcohol dataset should capture more than product names and prices. Retailers and brands can monitor product titles, brands, categories, bottle sizes, vintages, regular prices, promotional prices, discounts, ratings, review counts, seller information, availability indicators, and product URLs.

Scrape Product Data from Total Wine, Binny's, ABC & Vivino workflows can bring these attributes together in a standardized structure. The objective is to make products from different retailers comparable despite differences in naming, category organization, package sizes, and promotional formats.

Total Wine provides a useful example of the scale involved. The company says it operates 296 superstores across 30 states and Washington, D.C., with more than 11,000 employees. Its stores feature more than 8,000 wines, 3,000 spirits, and 2,500 beers.

That breadth makes manual competitive monitoring difficult. A business tracking only 1,000 products across several retailers can already generate thousands of individual observations when prices and availability are checked repeatedly.

Real-World Industry Statistics

The 2021–2024 spirits figures come from the Distilled Spirits Council. IWSR reported that U.S. total beverage alcohol volume declined 5% in 2025, with wine down 6% and spirits down 4%.

The numbers show why retailers need product-level intelligence. A category can experience declining volume while particular brands, premium products, RTDs, or regional products continue to gain demand. A structured product dataset helps businesses identify those differences instead of treating the entire category as one market.

For Actowiz Metrics clients, fields can be selected according to the intended use case. A pricing team may prioritize current and historical prices. A distributor may require availability and assortment information. A brand may need competitor products, ratings, reviews, and seller information. The result is a data layer that can support pricing intelligence, assortment analysis, competitive research, and market-entry decisions.

How Can Businesses Compare Prices Across Total Wine, Binny's, ABC, and Vivino?

Cross-retailer price comparison becomes difficult when the same product appears in different formats. A 750 ml bottle may be priced differently from a 1.5-liter bottle, while a vintage wine may carry a different price from another vintage of the same label.

Price Comparison Across Total Wine, Binny's, ABC & Vivino becomes more reliable when products are normalized using brand, product name, size, vintage, category, and other identifying attributes. The comparison should separate regular prices from promotional prices whenever possible. Otherwise, a temporary discount can be mistaken for a retailer's standard market position.

Total Wine is particularly relevant for competitive monitoring because its scale is substantial. In 2023, the retailer reported $6 billion in revenue and 263 stores, according to Forbes. By November 2024, Shanken News Daily reported 271 stores, more than $6 billion in revenue, 18.5 million customers, and approximately 260 million bottles of wine and spirits sold in the previous year.

Real-World Market Indicators

Wine Institute data shows the change in the market clearly. California wine shipments to the U.S. fell from 240.5 million 9-liter cases in 2021 to 203.2 million in 2023 before edging to 203.5 million in 2024.

For pricing teams, this means category-level assumptions are insufficient. Businesses need to know which individual products are experiencing price pressure. A properly normalized dataset can calculate price differences between retailers, percentage gaps, price changes over time, and promotional frequency. It can also identify products that consistently sit above or below a competitive benchmark. The practical question is not simply which retailer is cheapest. It is which retailer is cheapest for a particular product, package size, market, and time period. That distinction can materially improve pricing decisions.

How Can Retailers Build Historical Product Pricing Intelligence?

A one-time price check provides a snapshot. Recurring data collection provides a market history.

Extact Total Wine, Binny's, ABC & Vivino Product Pricing Data can support historical monitoring by recording product prices with timestamps. Each observation can show the product, retailer, price, discount, availability status, and collection date. This allows businesses to identify repeated price reductions, sustained price increases, promotional periods, and differences between retailers.

Historical data is particularly important in wine and spirits because category conditions have changed significantly since 2020. U.S. American whiskey sales increased from 28.434 million 9-liter cases in 2020 to 31.236 million in 2022. However, IWSR reported that American whiskey volume growth turned negative in 2023 and declined another 2% year-to-date through August 2024.

Real-World American Whiskey Market Data

The 2020–2022 American whiskey figures are from DISCUS, while the 2023–2024 trend comes from IWSR.

This demonstrates why historical pricing data matters. When demand changes, retailers may respond through discounts, assortment reductions, premiumization, or inventory adjustments. A retailer monitoring historical pricing can detect whether price changes correspond with broader category movements or occur independently. For example, if several retailers lower prices on the same whiskey category while one retailer maintains a significantly higher price, the business can investigate whether that retailer is pursuing a premium positioning strategy or simply reacting more slowly. Historical records can also identify products with unusually high price volatility. Those products may deserve closer monitoring than stable SKUs. Actowiz Metrics can structure these observations into databases that support dashboards, business intelligence tools, pricing engines, or market research workflows.

How Can Businesses Monitor Competitive Signals Beyond Price?

Price is only one part of alcohol retail competition. A retailer may charge more but provide a broader assortment, stronger ratings, better availability, or access to exclusive products. A competitor may also introduce new products while maintaining stable prices.

Wine & Spirits Competitive Data Scraping Across Retailers can capture multiple signals in one dataset. Depending on the project, these may include product name, brand, category, bottle size, price, discount, rating, review count, seller, availability, and product visibility.

Vivino demonstrates why product-level data extends beyond retail pricing. The company currently reports more than 77.3 million users, more than 3.48 billion scanned labels, and more than 20.3 million wines. That scale makes wine discovery and consumer engagement data valuable for understanding product visibility and consumer sentiment alongside retailer pricing.

Real-World Wine-Market Statistics

The Wine Institute reports the California shipment figures, while IWSR's latest U.S. analysis reports the 2025 wine-volume decline.

For competitive intelligence, these trends reinforce the importance of monitoring specific products rather than relying exclusively on category-level reports. A retailer can use product data to identify assortment gaps. If competing retailers carry a product that is absent from its own assortment, that may represent an opportunity. If competitors remove products simultaneously, the change may indicate broader market or supply conditions. Brands can use the same data to monitor distribution. They can identify where products appear, how competitors position similar SKUs, and whether product visibility changes over time. The most valuable insight combines multiple signals. A product with a lower price, high availability, strong ratings, and a large review base may represent a stronger competitive threat than a product that is simply cheaper.

How Can Retailers Establish Reliable Alcohol Price Benchmarks?

Pricing teams need benchmarks to understand whether their products are competitively positioned.

Alcohol Retail Price Benchmarking Data can help businesses compare matched products across retailers, categories, package sizes, brands, and time periods. The objective is to determine whether a product sits above, below, or close to a relevant competitive price range. Alcohol & Wine Retail Data Scraping makes recurring benchmarking possible because the underlying product information can be refreshed instead of recreated manually.

The broader market data demonstrates why benchmarks must be updated frequently. In 2024, U.S. spirits supplier sales declined 1.1% to $37.2 billion even as volume increased 1.1% to 312.2 million 9-liter cases. Spirits still maintained a 42.2% market share.

Real-World Spirits Market Benchmarks

DISCUS reported $35.8 billion in spirits supplier sales in 2021, $37.6 billion in 2022, and $37.2 billion in 2024. IWSR reported a 4% decline in U.S. spirits volume in 2025.

A price benchmark should account for product equivalence. Comparing different bottle sizes can create false price gaps. For wine, vintage and varietal can also affect price. For spirits, age statement, proof, bottle size, and product variant may need to be considered.

Once products are matched, businesses can calculate metrics such as current price versus competitor price, percentage price difference, average competitive price, minimum and maximum observed price, promotional frequency, price changes over time, and availability versus price. These measurements help pricing teams move from reactive monitoring to systematic decision-making. A business can also establish category-specific benchmarks. Premium whiskey, everyday wine, tequila, vodka, champagne, and RTDs may require different competitive rules because their pricing dynamics are not identical. Actowiz Metrics can help create these structured benchmarking datasets so that pricing teams receive consistent, repeatable competitive information.

How Can Businesses Track Product Availability Across Multiple Retailers?

Price intelligence becomes incomplete when availability is ignored. A product listed at $49.99 does not necessarily represent a competitive opportunity if it is unavailable to customers. Conversely, a competitor's product that remains consistently in stock may have a stronger market position even when its price is higher.

Total Wine, Binny's, ABC & Vivino Availability Data Extraction can help businesses monitor whether products remain visible and available across monitored sources.

Total Wine's current company profile shows the scale of the retailer: 296 stores, more than 8,000 wines, 3,000 spirits, and 2,500 beers. Binny's maintains a large Illinois store network through its official store locator, while ABC Fine Wine & Spirits operates a major Florida retail network.

Real-World Retailer and Market Indicators

The historical Total Wine figures are reported by industry sources, while the current 296-store figure comes directly from Total Wine. ABC's 2021 location count is reported in available company information.

These figures show why availability monitoring cannot be treated as a simple national yes/no field. Store footprint, geography, local inventory, and online availability can all influence what customers can purchase. For a brand, availability tracking can reveal distribution gaps. If a product appears consistently across several competitors but disappears from one retailer, that change can trigger further investigation. For retailers, availability monitoring can reveal competitor stockouts and potential assortment opportunities. Combining availability with price creates an even stronger signal. A price reduction accompanied by continued availability may indicate an aggressive promotional strategy. A price increase followed by reduced availability may indicate a different market condition. The key is to retain timestamped observations so teams can distinguish temporary stock changes from persistent patterns.

How Can Actowiz Metrics Help?

Actowiz Metrics can help alcohol retailers, brands, distributors, and market research teams turn scattered retail information into structured competitive datasets.

Whisky & Liquor Prices Analytics can support pricing teams that need recurring visibility into competitor prices, product assortment, discounts, and availability. Instead of manually checking individual listings, businesses can define the retailers, products, categories, and attributes they want to monitor.

A customized workflow can collect relevant product information, normalize product attributes, preserve historical observations, and prepare the data for downstream analytics.

For example, a wine brand can monitor its own products alongside competing wines across major retailers. A distributor can track retailer assortment and identify distribution gaps. A pricing team can compare matched products and detect meaningful price changes. A market research team can combine pricing, availability, ratings, reviews, and product information into a broader competitive dataset.

Actowiz Metrics can also help businesses create retailer-specific extraction workflows because each source can have different page structures, product taxonomies, geographic availability, and data fields.

The value comes from connecting collection with a specific business question. If the objective is price monitoring, the workflow can prioritize price, discount, package size, product matching, and historical changes. If the objective is assortment analysis, the focus can shift toward product discovery, categories, brands, sizes, and availability. If the objective is competitor intelligence, the dataset can combine pricing, sellers, reviews, ratings, product visibility, and availability. This approach makes the resulting data more useful than a generic product scrape because the dataset is structured around actual commercial decisions.

Conclusion

The alcohol and wine retail market has changed substantially since 2020. U.S. beverage alcohol experienced a major at-home consumption boost in 2020, spirits reached a record $37.6 billion in U.S. supplier sales in 2022, spirits maintained more than 42% market share through 2024, and IWSR reported further volume pressure across U.S. beverage alcohol in 2025.

These changes make historical and product-level competitive intelligence increasingly valuable. Alcohol & Wine Retail Data Scraping enables retailers, brands, distributors, and analysts to monitor product pricing, availability, assortment, promotions, ratings, and competitive movements across multiple sources.

The strongest strategy combines current observations with historical records. Businesses can then determine not only what a competitor is doing today, but also whether that behavior represents a short-term promotion, a sustained pricing strategy, an assortment change, or a broader category trend.

For alcohol retailers and brands, this can support better pricing decisions, assortment planning, competitor benchmarking, distribution analysis, and market research.

Want to monitor alcohol and wine prices, product availability, and competitor assortment across Total Wine, Binny's, ABC, and Vivino? Contact Actowiz Metrics to build a customized retail data scraping solution aligned with your pricing and competitive intelligence goals!