There's no shortage of articles telling you what a UX audit is. Most of them describe the process in broad strokes: someone reviews your site, checks the navigation, tests the checkout, and hands you a report. That's accurate, but it doesn't tell you anything useful about what the findings actually look like.
If you're considering paying for a UX audit, what you really want to know is: what kinds of problems do auditors actually find? Are they things you could have caught yourself? Are they worth the money?
We've conducted Shopify store audits on real storefronts and reviewed the findings from dozens more during our time on Shopify's internal UX evaluation team. The same issues come up again and again, across different industries, different price points, and different levels of design polish. Some of them are obvious once someone points them out. Most of them aren't.
Here are the patterns we see most often, drawn from real audit work. No store names, but every example is based on something we've actually documented.
Shipping costs that blindside customers at checkout
This one shows up on nearly every store we audit, and it's consistently the highest-impact finding. The store has clear product pages, decent photography, and a reasonable price. The customer adds something to their cart, starts the checkout, and then sees a shipping cost they weren't expecting. They leave.
Baymard Institute research identifies unexpected extra costs as the single most common reason people abandon their carts. Almost half of shoppers cite it as their reason for walking away. That's not a small leak. That's the biggest hole in most stores' revenue.
The fix isn't always free shipping. Sometimes it's showing an estimated shipping cost on the product page itself. Sometimes it's a free shipping threshold displayed in the announcement bar. Sometimes it's restructuring your pricing so shipping feels proportional. The point is that the customer should never be surprised by the total at checkout. If they are, you've already lost them.
Product pages that bury the buy button under content
This one is counterintuitive because the store owner usually thinks they're being thorough. They've written detailed descriptions, added ingredient lists, included care instructions, embedded a video, and stacked testimonials. All above the Add to Cart button.
The result is a product page where the customer has to scroll past three or four screens of content before they can actually buy the thing. On mobile, it's even worse. The purchase action is hidden beneath a wall of information that most visitors won't read before deciding.
The research on this is clear. Product content that supports the purchase decision should sit near the button, but supplementary content belongs below it. Detailed specs, care instructions, and long-form storytelling are valuable, but they serve customers who are already interested enough to scroll. The primary action should always be reachable without effort.
Navigation that made sense with five products but not fifty
Stores evolve. What started as a simple operation with one collection and a handful of products grows into something more complex. New collections get added, then sub-collections. A sale section appears. A "New Arrivals" link shows up in the header. A "Best Sellers" section gets tacked on.
Nobody redesigns the navigation as the store grows. Each addition feels small and logical on its own. But over time, the menu becomes cluttered, categories overlap, and the customer has to think too hard about where to find what they want.
We frequently find stores where the same product appears in multiple collections with no clear rationale. Or where the header navigation has six or seven top-level links when three or four would do. Or where the mobile menu requires three taps to reach a product page. Every extra tap is a chance for the customer to give up and leave.
Broken or incomplete policy links in the checkout
This is a small detail that has an outsized impact on trust. During checkout, most Shopify themes display links to your refund policy, terms of service, and privacy policy. If any of those links are broken, lead to a blank page, or show placeholder text that was never replaced, the customer notices.
They might not consciously think "I don't trust this store." But something in the experience feels unfinished. For a first-time buyer who's already weighing whether to hand over their credit card information, that hesitation is enough to kill the sale.
We've found broken policy links on stores that otherwise look polished and professional. It's the kind of detail that store owners never check because they already know what their policies say. But the customer clicking that link doesn't know, and they're clicking it precisely because they want reassurance before they buy.
Inconsistent cart behavior across the store
Here's one that creates genuine confusion: the store has a cart drawer (the slide-out panel) in some contexts and a full cart page in others. The customer adds something from a product page and sees a drawer slide in from the right. They add something from a collection page and get redirected to a full cart page. The behavior is different depending on where they are in the store.
This happens when apps, theme customizations, or quick-add buttons override the default cart behavior in certain contexts. The store owner might not even know it's happening because they test from the same entry point every time.
Inconsistent behavior like this adds what UX researchers call cognitive load. The customer has to re-orient themselves each time the interface behaves differently than expected. It's not a deal-breaker on its own, but it contributes to a general sense that the store isn't quite buttoned up, which erodes the trust you need to close the sale.
Footer links that go nowhere
Social media icons in the footer that link to a default Shopify URL instead of the store's actual social profiles. An "About Us" link that leads to a page with one sentence of placeholder text. A "Contact" link that opens an email client instead of a contact page. A blog link that goes to an empty blog.
Footer issues rarely drive someone away on their own. But they're part of the overall impression the store makes. A customer who scrolls to the bottom of your site is looking for something specific, often reassurance that this is a real business with real people behind it. If the footer is full of dead ends, that reassurance never comes.
We flag these as low-priority findings because they're quick to fix and they don't directly block a purchase. But collectively, they contribute to the gap between a store that feels trustworthy and one that feels like a template that hasn't been fully set up yet.
Mobile experience treated as an afterthought
Nearly every store we audit gets more than half its traffic from mobile devices. And nearly every store we audit has UX issues that only appear on mobile.
Common ones include image zoom that doesn't work with touch gestures, announcement bars that can't be dismissed and eat up screen space, sticky headers that cover too much of the viewport, product variant selectors that are too small to tap accurately, and hamburger menus that require too many steps to reach a product.
These aren't things you notice when you're previewing your store on a desktop browser and resizing the window. They only show up when you're actually using the store on a phone, the way your customers use it. A dedicated mobile walkthrough is one of the most valuable parts of any audit because it reveals friction that analytics alone can't explain.
The difference between knowing and seeing
Most store owners have a general sense that their store could be better. They might even be able to name a few of the issues on this list. But there's a gap between knowing something might be a problem and having someone systematically document it, explain why it matters, cite the research behind it, and tell you what to fix first.
That's what a storefront UX audit does, whether you call it a CRO audit, a conversion audit, or just a store review. It takes the vague feeling of "something isn't working" and turns it into a specific, prioritized set of actions. It also surfaces things you genuinely didn't know about, because you can't experience your own store as a first-time visitor no matter how hard you try.
At Spruce Pixel, every finding in our audits comes with a research citation where applicable, an annotated screenshot from your actual store, and numbered action steps your team can follow. We prioritize by conversion impact so the most important fixes come first. And we don't do implementation. We just find the problems, document them clearly, and hand you the roadmap.
If any of the patterns in this article sounded familiar, we should probably look at your store.