LiftSignals analyzes every order in your store to discover which products are bought together — so you can recommend the right product at the right moment and unlock revenue hiding in your catalog.
847 product pairs identified · Top pair lift: 3.4× baseline purchase rate
THE PROBLEM
Most e-commerce brands use one of three product recommendation strategies: bestsellers, 'similar items', or whatever the merchandising team felt like featuring this week. None of these use the most powerful signal available — your actual customer purchase patterns.
Your order history contains thousands of data points on which products real customers buy together, in sequence, and repeatedly. That signal is sitting unused while you guess.
Recommendations based on gut feel
You might also like:
Manual curation. No purchase signal. Pure guesswork.
Recommendations based on co-purchase data
Frequently bought with Running Shoes:
Data-driven. Based on 12,400 real orders. Zero guesswork.
THE COST
+32% AOV potential
When 68% of customers who buy running shoes also buy insoles, every shoe order that ships without an insole recommendation is a 32% AOV increase you walked away from. At 500 orders a month that's a significant revenue gap — created entirely by silence.
1.2% CTR
'Customers also viewed' populated by bestsellers has a 1.2% click-through rate industry-wide. When you show customers something they'd actually buy together — based on real co-purchase data — that number climbs to 8.7%. The gap is not the customer. It's the recommendation.
73% unbundled
73% of customers who would have bought a product bundle never see one — because you haven't built it yet, or it's buried in your catalog. Market basket data tells you exactly which bundles your customers are already self-assembling. You just need to make them explicit.
THE SOLUTION
Market Basket Analysis mines your complete order history to discover which products are statistically likely to be purchased together. LiftSignals calculates association strength, lift scores, and confidence levels for every product pair — then surfaces actionable recommendations.
Support
How often do these two products appear in the same order?
0%
12.4% of all orders contain both Running Shoes + Insoles
Frequency of co-occurrenceConfidence
Of customers who bought Product A, what % also bought Product B?
0%
68% of Running Shoe buyers also purchased Insoles
Directional purchase probabilityLift
How much more likely is this pair vs. random chance?
Insoles are 3.4× more likely to be bought with Shoes than alone
Strength above baselineSupport(12.4%) + Confidence(68%) + Lift(3.4×) = 🟢 Strong Bundle Signal
CO-PURCHASE INTELLIGENCE
LiftSignals maps every product combination across your order history and ranks them by association strength. The result: a complete view of which products to recommend, bundle, and cross-sell.
| Product A | Product B | Confidence | Lift | Support | Opportunity |
|---|---|---|---|---|---|
| Running Shoes | Insoles | 68% | 3.4× | 12.4% | Bundle now |
| Yoga Mat | Resistance Bands | 54% | 2.9× | 9.8% | Bundle now |
| Coffee Maker | Filters | 71% | 4.1× | 18.2% | Add to PDP |
| Face Serum | Moisturiser | 62% | 3.1× | 11.3% | Add to PDP |
| Protein Powder | Shaker | 58% | 2.7× | 8.9% | Email campaign |
| Laptop Stand | USB Hub | 47% | 2.3× | 7.4% | Email campaign |
| Notebook | Pen Set | 43% | 2.1× | 6.8% | Low priority |
HOW IT WORKS
LiftSignals processes your complete order history — every transaction, every product combination — to identify which items appear together with statistical significance.
Each product pair receives a Support, Confidence, and Lift score. Pairs are ranked by association strength and filtered to surface only statistically meaningful relationships — not coincidences.
Push your top product pairs to post-purchase email sequences, product page 'frequently bought together' sections, or bundle campaigns. One data source — multiple revenue touchpoints.
Market basket scores refresh as new orders come in. A new product that starts showing consistent co-purchase patterns with an existing bestseller surfaces automatically within days.
ACTIVATION PLAYBOOKS
Confidence 60%+
High-confidence pairs · Same session · Zero friction
The highest-converting placement — shown at the exact moment of intent
0×
higher recommendation CTR vs. generic 'you might also like'
+0%
average order value on confirmed bundle purchases
0%
conversion rate on post-purchase upsell emails using co-purchase pairs
0
product pairs analyzed across your catalog on day one
GET STARTED
Connect your store and LiftSignals maps every co-purchase relationship in your catalog automatically. See your top product pairs, bundle opportunities, and cross-sell sequences — in minutes.
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