Santa's not the only one keeping a list this holiday season. Every ecommerce brand has their own version: the customers who convert smoothly versus those who abandon carts, the loyal repeat purchasers versus the serial returners, and the brand advocates versus the discount hunters who never pay full price.

But that customer "naughty" list isn't really about the customers. Most of those behaviors are symptoms of platform limitations that frustrate shoppers into bad habits. Your commerce platform can't deliver the speed and personalization that modern customers expect, so even your best customers end up behaving badly.

This holiday season, we're examining which customer behaviors land shoppers on the naughty versus nice list and how the technology you've chosen determines which list they end up on.

The Naughty List: Bad Behaviors Your Platform Is Creating

1. The Cart Abandoner

You know this shopper. They load up their cart with hundreds of dollars' worth of products, make it all the way to checkout, and then vanish. Your abandoned cart rate is climbing, and you're spending a fortune on recovery emails that barely move the needle.

A bad checkout experience sabotages conversions. Maybe it's a clunky multi-page flow that feels endless on mobile. Or surprise shipping costs that only appear at the last second because your system can't calculate accurate rates earlier. Some platforms force account creation when customers just want to check out as guests, and there's no way around it.

Legacy systems often treat checkout as an afterthought, with limited customization and poor mobile optimization. The result: you're training customers to abandon carts.

2. The Serial Returner

Multiple sizes ordered. Multiple colors. Keep one item and return the rest. Or worse, return everything because what arrived didn't match what they expected from your site.

Look at what's driving this behavior: inadequate product information and search that fails to surface the right products. Recommendation engines aren't guiding customers to items they'll actually keep.

Rigid product catalogs and basic keyword matching mean customers can't find what they truly want, so they over-order as insurance. Returns cost you money, and damaged inventory compounds the problem.

3. The Discount Hunter Who Never Pays Full Price

You've got customers who only show up for sales, hunt for coupon codes with browser extensions, and have learned to never pay full price for anything in your catalog.

An inflexible promotion engine created this problem. Without sophisticated segmentation or personalized pricing capabilities, you've fallen into the trap of site-wide sales. You've trained your entire customer base to wait for the next 20% off code.

Rigid promotion systems leave you with blunt instruments like site-wide discounts and static coupon codes. You can't reward your best customers differently from bargain hunters, or test different promotion strategies by segment. Dynamic, personalized offers that would drive profitable growth aren't possible with these constraints.

4. The Account Creation Avoider

Guests check out every time. No account means no way to build a relationship, personalize their experience, or turn them into repeat customers.

The account creation flow is painful with long forms and password requirements that need a dissertation. Worst of all, forcing registration before they can complete their first purchase. Customers have been burned by this pattern too many times.

Monolithic platforms often lock you into rigid user management that requires upfront registration with extensive information. There's no room to let customers ease into an account relationship or handle progressive profiling over time.

5. The Support Ticket Generator

These shoppers flood your support team with questions about order status, delivery address changes, adding items to existing orders, and in-store pickup availability. Each question costs money and damages the customer experience.

The issue is visibility, or rather the lack of it. Order tracking is minimal, modifications after checkout are impossible, and fulfillment options are rigid. Customers contact support for things that should be self-service.

Inflexible order management systems and limited customer-facing tools mean every exception or change request needs human intervention. Modern fulfillment expectations like switching from shipping to store pickup or modifying orders that haven't shipped yet simply aren't supported.

The Nice List: Good Behaviors Your Platform Enables

Now for the other side: the customer behaviors every ecommerce brand dreams of. These aren't lucky breaks or the result of an inherently better customer base. They're direct outcomes of technology that enable positive experiences.

1. The Loyal Repeat Customer

Your ideal shopper comes back month after month and knows your brand. They're profitable and predictable.

True personalization creates this outcome. When customers log in, they see products relevant to their interests, with saved sizes and preferences remembered. Reordering past purchases becomes effortless, and you might even offer subscription options for consumables. The experience feels tailored to them specifically, not generic.

2. The Full-Price Purchaser

They convert without waiting for sales or hunting for coupon codes. Average order values are higher because they find exactly what they need quickly and feel confident in their purchases.

An excellent search and discovery experience explains why. Customers find the right products through intuitive navigation and a powerful search that understands intent. Filtering narrows options without overwhelming them, rich product content builds confidence, and they're buying on value and fit rather than just price.

3. The Multi-Channel Shopper

Browse on mobile, research on desktop, pick up in store. The expectation is a consistent experience across every touchpoint. These shoppers spend more than single-channel customers and show greater brand loyalty.

Unified commerce delivers this by keeping inventory accurate across channels while carts sync across devices, and customer data remains consistent everywhere. Fulfillment options include buy online, pickup in store, ship from store, or traditional shipping. The experience is seamless regardless of how they shop.

4. The Trustworthy Account Holder

These customers willingly create accounts, save payment information, and enable communications. Engagement goes beyond just transactions, which means you can market to them effectively, personalize their experience, and build long-term relationships.

A frictionless account creation process with immediate benefits makes the difference. Customers can see their order history, while saved items persist across devices, checkout becomes faster with saved payment methods, and they get access to exclusive perks. The value exchange is clear and positive.

5. The Brand Advocate

These customers leave positive reviews, share products on social media, and refer friends. Your marketing team just expanded without adding headcount.

Every interaction has been smooth. Orders arrive as expected, while returns are hassle-free when needed. Customer service stays minimal because self-service works, and post-purchase engagement is helpful rather than annoying. The cumulative experience builds genuine loyalty.

How Broadleaf Helps Keep Customers on the Nice List

None of these behaviors is inevitable. Platform limitations create friction at critical moments, and Broadleaf Commerce addresses these challenges through an extensible architecture that gives you control over the experiences that matter.

Build frictionless checkout with one-page flows, guest checkout, or Apple Pay integration. Implement intelligent search with synonym management and boosting rules so customers find what they need the first time. Create targeted promotions using customer segments and behavioral triggers instead of training everyone to wait for site-wide sales.

Let customers check out as guests, then offer seamless account creation after purchase. Provide real-time order tracking and modification capabilities so routine requests don't flood your support team. Connect your mobile app, website, and in-store systems through unified commerce that keeps inventory accurate and carts synchronized across every channel.

The platform's microservices approach means you can build exactly what your business needs, from saved configurations for B2B customers to subscription boxes for consumer products. You control how it works.

Your Platform Is Writing Your Customer List

Your customers aren't inherently naughty or nice. Their behaviors respond to the experiences your commerce technology enables or prevents. Cart abandonment usually signals a frustrating checkout flow, while discount-dependent shoppers have been trained by inflexible promotion engines.

You have control over which list your customers end up on. Platforms built with extensibility and modern architecture give you the tools to build experiences that encourage positive customer behaviors. Instead of fighting against limitations that create friction, you can design journeys that guide customers naturally toward better outcomes.

The question isn't whether your customers are naughty or nice. It's whether your commerce technology is giving them the tools to succeed. Invest in capabilities that reduce friction and enable personalization, and you'll find that even your most challenging customers start behaving differently.

Santa knows that sometimes being naughty is just a response to bad circumstances. Give your customers the gift of great experiences, and watch them end up on the nice list.