Pattern Recognition That Transforms Revenue
We spot the patterns your current setup misses — variant selectors, category logic, checkout friction
The Five Revenue Killers We Fix
For B2B + D2C Shopify Brands
Every Shopify store has these patterns. Most never spot them. We fix them in weeks, not months.
The Discount Dependency Trap
Running 40% off just to compete? We help brands maintain margins by fixing value perception. 50% less discounting needed.
The Variant Sequence Problem
Size → Color → Style is wrong. Mobile users abandon when decision trees don't match thinking. 23% improvement possible.
The Premium Justification Gap
$89 product next to $49 with no comparison tool? You're training customers to buy cheap. 35% AOV increase possible.
Mobile Checkout Abandonment
72% browse on mobile but buy elsewhere. We fix the thumb-reach problems killing conversion.
The SKU Organization Trap
Products organized by part number instead of use case? Customers can't find what they need. We fix your information architecture.
Which pattern is costing you the most right now?
Free 15-minute pattern audit reveals your biggest opportunity
Show Me My PatternsThe Hidden Patterns Killing Your Growth
We spot what others miss. Here's what we typically find:
The 3PM Purchase Pattern
68% of your high-AOV orders happen between 3-5PM, but your checkout times out after 20 minutes. Simple fix, massive impact.
The Bundle Blindness
Customers buying Item A also buy Item B 47% of the time, but you're not suggesting it. That's pure margin left behind.
The Category Trap
Your customers buy 3-5 times per year, but they end up giving away their used products.
Takes 15 minutes to spot your patterns
Get Your Pattern AuditBlog posts
View all-
How A 73% Reduction In Mobile Friction Drove Ne...
Lightweight UX Tweaks for Axel Off Road 73% Reduction in Mobile Frustration No major development. No theme rebuild. Just strategic UI adjustments based on user behavior data from Shopify Analytics...
How A 73% Reduction In Mobile Friction Drove Ne...
Lightweight UX Tweaks for Axel Off Road 73% Reduction in Mobile Frustration No major development. No theme rebuild. Just strategic UI adjustments based on user behavior data from Shopify Analytics...
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The $47,000 Question Hidden in Your Traffic Sou...
Your social media traffic has an 88.3% cart abandonment rate while email converts at 5.2%. The gap isn't a problem—it's a $47,000 opportunity hidden in your ShopifyQL reports.
The $47,000 Question Hidden in Your Traffic Sou...
Your social media traffic has an 88.3% cart abandonment rate while email converts at 5.2%. The gap isn't a problem—it's a $47,000 opportunity hidden in your ShopifyQL reports.
We Don't Just Optimize - We Find Hidden Patterns
Traditional agencies follow best practices. We identify what's specifically holding YOUR store back through pattern recognition: