How Boost AI helped Wines Direct deliver a 3.4% conversion rate and nearly €450k in revenue

June 20, 2025

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5 min read

For Wines Direct, a family-run business in Ireland, helping customers find ‘a wine they love’ is their misson. But with a vast product catalog, choice can quickly become overwhelming. The team faced a challenge: how to make the discovery experience simple, elegant, and personalized.

That’s where Boost Commerce came in.

In just one year, Boost helped Wines Direct transform complexity into clarity. By implementing AI-powered search, intelligent synonym recognition, and dynamic product recommendations, they achieved powerful results:

Total revenue climbed to €447,998.53
Average Order Value (AOV) reached €102.66
Conversion rates held steady at 3.4% across the year

Let’s break down what happened and how your store can do the same.

Why was finding the right wine so hard?

Wines Direct was built on the belief that discovering wine should be enjoyable. But as their online store expanded, translating the personalized experience of a sommelier into a digital environment proved difficult.

The core challenge was product discovery. Customers searched with specific intent, but the site’s existing tools couldn’t understand it, leading to friction and missed opportunities.

Challenge #1: Search That Didn’t Understand How People Shop

Traditional keyword-based search struggled with the language of wine. A customer looking for a ‘light red’ or ‘crisp white’ might never see a match unless those exact words appeared in the product copy. Without AI-powered semantic search, intent was lost.

Challenge #2: Filtering That Didn't Match Shopper Intent

Wine is deeply personal. Shoppers often want to filter by grape, region, or food pairing. However, the site’s filtering tools weren’t designed for that level of nuance, making it harder for customers to connect with the wine that matched their needs.

Challenge #3: Merchandising That Couldn’t Keep Pace

Spotlighting seasonal wines or prioritizing high-margin products required constant manual effort. The team needed automated, performance-based merchandising to keep the storefront optimized without relying on guesswork.

“Finding a wine you love isn’t always easy; the burden of choice can be too cumbersome. Our mission is to make it easy for the Wines Direct customer to enjoy good wines and to drink better,” says Mihaela, eCommerce and Data Specialist at Wines Direct.

How Boost AI Helped Wines Direct Simplify Discovery and Grow Revenue

The Wines Direct team needed a solution that could understand how people really shop for wine—by flavor, feeling, or occasion, not just keywords. They chose Boost for its powerful combination of performance, flexibility, and seamless Shopify integration.

“We chose Boost AI Search & Discovery because it offered the best combination of performance, flexibility, and user experience for our store,” Mihaela notes. “It had a good cost and the support was great.”

Wines Direct implemented a suite of Boost features designed to tackle their specific challenges head-on.

Smarter Search That Understands Intent

Boost’s AI-powered semantic search uses Natural Language Processing (NLP) to understand what shoppers mean, not just what they type. A key part of this is Boost’s AI Synonym feature, which automatically detects related terms.

Examples of AI Synonym Matching in Action:

fish → trout, aquarium
gift voucher → gift card, gift cards
crisp white → Sauvignon Blanc
light red → Pinot Noir
bubbly → Sparkling Wine
wine for seafood → Albariño

The search results for ‘voucher’ and ‘gift card’ are interwoven thanks to AI-recognized synonyms.

Automated Merchandising That Adapts in Real Time

To solve the challenge of manual merchandising, Wines Direct enabled Boost’s Product Performance Ranking. This feature utilizes AI to analyze real-time performance data, automatically optimizing product visibility. It ensures that bestsellers and trending items are always given visibility, freeing up the Wines Direct team to focus on growth and strategy.

Boost’s dynamic merchandising keeps the storefront optimized while freeing up the Wines Direct team to focus on growth, content, and strategic planning

Personalized Product Recommendations That Increase AOV

Wines Direct implemented Boost’s AI-related items recommendation engine. This feature displays smart product bundles on the Instant Search Widget, Search Results Page, and Product Pages.

A product bundle curated by AI is displayed on the instant search dropdown of the Wines Direct online store.

The AI analyzes shopper behavior to surface highly relevant suggestions, encouraging customers to explore more of the catalog and add additional items to their cart, directly contributing to a higher AOV.

Great to know:

Intuitive Navigation with Dynamic Filtering Makes Discovery Easier

Beyond the search bar, Wines Direct knew shoppers often browse without a specific bottle in mind. Boost’s smart filtering system provided an intuitive way for shoppers to navigate the extensive collection by country, region, price, and style.

Filters are dynamically updated, helping people refine their choices with confidence.

“The filtering options were the most useful for us, it’s a key part of how we make the site more shoppable.” - Mihaela, Wines Direct’s eCommerce and Data Specialist.

How Guided, Efficient, and Optimized Discovery Pays Off

By investing in a smarter product discovery experience, Wines Direct cultivated incredible growth. The data* from one year of using Boost speaks for itself.

Metric	Value
🛒 Average Order Value (AOV)	€102.66
🖥️ Average Conversion Rate	3.41%
📦 Average Orders Per Month	344
👥 Revenue Per Visitor	€108.41
💰 Total Revenue (12 Months)	€447,998.53

*Data from April 2024 to April 2025, measured by Boost’s Analytics.

Before you leave

Wines Direct set out to solve a simple, human problem: making the vast world of wine accessible. They succeeded by choosing a technology partner that understood their mission. By implementing Boost AI Search & Discovery, they replaced friction with a frictionless journey, transforming their site into an intelligent, responsive, and personalized sommelier.

If you're a growing brand looking to simplify discovery and surface the right products at the right time, you just need smarter tools.

Are you ready to uncork your store's true potential?

Book a demo with our team to see how Boost AI Search & Discovery can help you increase conversions, boost AOV, and create a shopping experience your customers will love.

FAQs

1. What specific Boost features did Wines Direct use?

They used AI-powered semantic search, advanced filtering, product performance ranking, and AI-based product bundles across their search and product pages. These features worked together to guide shoppers and increase both conversion and average order size.

2. How long did it take to get up and running?

Thanks to Boost’s seamless Shopify integration and responsive support team, setup was fast and frictionless. The Wines Direct team received full assistance with installation and ongoing adjustments.

3. Can I achieve the same results if I’m not in the wine or gift retail industry?

Absolutely. Boost works across various industries, including fashion, home goods, beauty, and wellness. Any store with 500+ SKUs and customers who need help finding the right product will benefit from smarter product discovery.

Ellie Ho

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Content Marketing Specialist

June 20, 2025

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5 min read

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How Boost AI helped Wines Direct deliver a 3.4% conversion rate and nearly €450k in revenue

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