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