Creating effective post-purchase upsells isn’t just about offering random products to every customer. The most successful stores use data-driven strategies that target different customer segments with personalized offers based on their buying behavior.
Table of Contents
In this guide, you’ll learn how to analyze your store’s data and create advanced funnel logic that increases your upsell acceptance rates while maximizing profit margins.
Step 1: Analyze Your Current Customer Behavior
Before creating your funnels, you need to understand how your customers currently shop. This analysis will help you identify the best segmentation strategy for your store.
What Data to Collect
Look at your sales data from the past 3-6 months and analyze:
Average number of items per order: How many products do customers typically buy?
Order value distribution: What are your most common cart totals?
Product price ranges: Do you sell items at very different price points?
Customer segments: Are there clear patterns in buying behavior?
Finding Patterns in Your Data
Look for natural groupings in your customer behavior. For example:
52% of customers buy 1 item
28% of customers buy 2 items
20% of customers buy 3+ items
Or you might find patterns in spending:
40% of orders are under $50
35% of orders are $50-150
25% of orders are over $150
Strategy 1: Item-Based Funnel Logic
If your store shows clear patterns based on the number of items customers purchase, this strategy works best.
The Strategic Logic
Customers who buy fewer items are more price-sensitive and need bigger incentives to add more products. Customers who already buy multiple items are less price-sensitive and will respond to smaller discounts.
Customer Segment
Buying Behavior
Recommended Discount
Strategy
Single Item Buyers
Price-conscious, need incentive
25%
Aggressive offer to convert
Two Item Buyers
Moderate engagement
15%
Balanced approach
Three+ Item Buyers
Already engaged, less price-sensitive
5%
Preserve profit margins
How to Set Up Item-Based Funnels in Growth Suite
Funnel 1: Single Item Buyers (25% Discount)
Create a new funnel and name it “Single Item – 25% Off”
In Triggers & Conditions, set:
Number of Items: Less than 2
In Offer Settings, set discount to 25%
Choose 4-6 complementary products in Offer Items
Funnel 2: Two Item Buyers (15% Discount)
Create a new funnel and name it “Two Items – 15% Off”
In Triggers & Conditions, set:
Number of Items: Equal to 2
In Offer Settings, set discount to 15%
Select premium or higher-margin products
Funnel 3: Multiple Item Buyers (5% Discount)
Create a new funnel and name it “Multi Items – 5% Off”
In Triggers & Conditions, set:
Number of Items: Greater than 2
In Offer Settings, set discount to 5%
Focus on your highest-margin products
Strategy 2: Cart Value-Based Funnel Logic
If your store has products with very different price ranges (like $10 items and $250+ items), segmenting by cart total works better.
The Strategic Logic
Customers with smaller carts have more budget left to spend and respond well to attractive discounts. High-value customers are already committed and need smaller incentives.
Cart Value Segment
Customer Profile
Recommended Discount
Strategy
$50 and Under
Budget-conscious, room to spend more
25%
Motivate additional purchase
$50 – $150
Average spenders, moderate budget
15%
Encourage upgrade
$150+
High-value customers, less price-sensitive
5%
Maintain profit margins
How to Set Up Value-Based Funnels in Growth Suite
Funnel 1: Low-Value Orders (25% Discount)
Create a new funnel and name it “Under $50 – 25% Off”
In Triggers & Conditions, set:
Order Total: Less than $50
In Offer Settings, set discount to 25%
Show mid-range products that complement their purchase
Funnel 2: Mid-Value Orders (15% Discount)
Create a new funnel and name it “$50-150 – 15% Off”
In Triggers & Conditions, set:
Order Total: Greater than $50 AND Less than $150
In Offer Settings, set discount to 15%
Focus on premium upgrades or accessories
Funnel 3: High-Value Orders (5% Discount)
Create a new funnel and name it “$150+ – 5% Off”
In Triggers & Conditions, set:
Order Total: Greater than $150
In Offer Settings, set discount to 5%
Offer premium or exclusive products
Funnel Priority and Testing
Important: Growth Suite processes funnels in the order you create them. The first funnel whose conditions are met will trigger. Make sure to create your most specific funnels first, then more general ones.
Recommended Order:
Most specific conditions (e.g., high-value orders)
Medium conditions (e.g., mid-value orders)
Broad conditions (e.g., low-value orders)
Optimizing Your Funnel Performance
Monitor Key Metrics
Acceptance Rate: What percentage of customers accept each offer?
Revenue per Offer: How much additional revenue does each funnel generate?
Profit Margin: Are you maintaining healthy margins with your discounts?
A/B Testing Your Discounts
Start with the recommended discount levels, then test variations:
Test 20% vs 25% for low-value segments
Test 10% vs 15% for mid-value segments
Test 5% vs 10% for high-value segments
Seasonal Adjustments
During high-traffic periods like Black Friday, you might need to:
Increase discounts to compete with other sales
Adjust your cart value thresholds
Focus on inventory you want to move
Advanced Tips for Maximum Results
Product Selection Strategy
For low-spending customers: Show complementary products that solve related problems
For medium spenders: Offer upgrades or premium versions
For high spenders: Present exclusive or limited-edition items
Timing Considerations
Use shorter offer timers (10-15 minutes) for higher discounts
Use longer timers (20-30 minutes) for smaller discounts
Consider the decision-making time needed for your product category
Conclusion
Advanced funnel logic based on cart contents allows you to maximize both conversion rates and profit margins. By understanding your customer segments and creating targeted offers, you can significantly increase your average order value while maintaining customer satisfaction.
Start by analyzing your data, choose the strategy that fits your store best, and implement your funnels systematically. Remember to monitor performance and optimize based on real results, not assumptions.
With Growth Suite‘s flexible trigger system, you can easily implement these advanced strategies and start seeing improved results from your post-purchase upsells immediately.
An E-Commerce Growth expert since 2010, he is the author of "Introduction to Growth Hacking" and founder of Growth Suite. He helps Shopify merchants increase their conversion rates and grow their businesses.