WHY SHOPGUIDE
Case Study: Goodbean: Driving 19.6% Higher Order Values with AI Shopping Assistance
CASE STUDY:
Goodbean: Driving 19.6% Higher Order Values with AI Shopping Assistance
How a specialty coffee roaster used ShopGuide to help new customers navigate product selection, build bigger baskets, and dramatically expand reach during the critical holiday season.
The Challenge
Guiding Coffee Lovers Through a Curated Specialty Catalog
Goodbean faced a familiar specialty-coffee challenge: customers arriving at the store often weren't sure where to start. Between single-origin beans, espresso blends, and seasonal offerings like advent coffee sets, shoppers needed expert-level guidance to find products matching their taste, brewing method, and gifting needs.
The solution? ShopGuide, an AI-powered shopping assistant designed to recommend the right coffee, answer brewing and origin questions in real-time, and help shoppers build larger, more confident orders without needing a barista on hand.
Strong Results: The Numbers Tell the Story
Higher Average Order Value
ShopGuide-assisted orders averaged €36.35 vs. €30.40 for standard orders
More Items Per Order
Customers built bigger baskets, averaging 2.0 items vs. 1.9 store-wide
Revenue Generated
From 70 ShopGuide-assisted orders across the 9-month measurement window
Peak Penetration Lift
During Nov–Dec, ShopGuide captured 6.1% of orders vs. 0.7% typical share
Between September 2025 and May 2026, ShopGuide consistently outperformed the standard shopping experience on order value and basket size, and exploded in adoption during peak season.
Month-Over-Month Performance: From Pilot to Peak
Time Period |
ShopGuide Stats |
What took place |
Sep–Oct 2025: Launch & Ramp |
16 orders, AOV climbed from €13.23 to €35.84, generating €608 in revenue. | Pilot phase gave way to a clear growth curve as the tool matured and customers engaged. |
Nov–Dec 2025: Holiday Peak |
17 orders, €651.86 revenue, AOV held at €38.34 during BFCM promotions. | ShopGuide adoption surged, capturing 6.1% of orders vs. 0.7% typical (a +771% penetration lift). |
Jan–May 2026: Sustained Lift |
37 orders averaging €39.74 AOV, peaking at €45.81 in May. | Post-holiday performance stabilized at the highest AOV levels of the entire measurement window. |
Holiday Breakthrough: When Adoption Surged
ShopGuide Reached Customers at Scale During Peak
During the critical November–December 2025 holiday window, ShopGuide saw its biggest adoption moment of the year, capturing nearly 9x more orders than its typical share:
- 17 orders generating €651.86 in revenue
- 6.1% of all orders ran through ShopGuide vs. 0.7% typical
- +771% penetration lift over baseline adoption
- AOV held at €38.34 through heavy promotional activity
Note: Standard AOV ran slightly higher during BFCM due to promotional bundles. The standout story here is reach: ShopGuide put guided shopping in front of dramatically more customers when it mattered most.
Peak Order Share
Of total Nov–Dec orders
Penetration Lift
Above typical adoption
Why ShopGuide Works: Customer Behavior Insights
New Customer Onboarding Tool
60% of ShopGuide orders came from new customers, confirming its role as a powerful discovery and onboarding tool. First-time shoppers used the AI assistant to navigate specialty coffee with confidence, while 40% of orders came from returning customers exploring new selections.
Consistent Basket Builder
With 2.0 items per order vs. the 1.9 store average, ShopGuide reliably encouraged customers to add complementary products: espresso pairings, brewing accessories, or additional bean varieties they wouldn't have discovered through standard browsing.
Revenue Efficiency
While representing just 0.7% of total orders, ShopGuide contributed 0.87% of total revenue, a +24% revenue-to-order ratio advantage. Every ShopGuide order punches above its weight thanks to consistently higher cart values.
The data reveals a clear pattern: AI-guided shopping helps specialty retailers turn first-time visitors into confident buyers, and confident buyers into bigger spenders.
Ready to Transform Your Store's Performance?
Join Goodbean in the AI Shopping Revolution
ShopGuide delivered measurable results across 9 months: higher order values, larger baskets, and dramatically expanded reach during peak season. The numbers prove a clear, positive impact on the customer journey.
With just 0.7% typical order penetration, Goodbean, and stores like it, have massive room to grow. Imagine what happens when more of your customers discover guided shopping.
The opportunity is clear. AI-powered shopping guidance isn't the future. It's driving results today.
19.6%
Higher AOV
+771%
Peak Penetration Lift
⭐ 5/5
Customer Experience