Do AI-Generated Product Descriptions Convert Better Than Humans?

Many leaks go unnoticed or misdiagnosed. They’re often masked by vanity metrics or assumptions. Instead of pouring more money into getting more traffic, new DTC and retail teams can improve sales by fixing the sneaky funnel leaks that quietly sabotage conversions.

Below, we’ll reveal five common (yet often overlooked) conversion leaks in a typical e-commerce funnel and share practical strategies to plug each one. Get ready for some counterintuitive insights and “aha!” moments. Fixing these leaks doesn’t require fancy tools or massive redesigns, just a keen eye and some strategic tweaks.

Leak #1: Driving a ton of visitors who were never going to buy. If your site traffic is high but conversions are low, you might be attracting the wrong audience or setting the wrong expectations. In other words, there’s a disconnect between what people expect and what they find on your site. Maybe an ad promised one thing, but the landing page delivered something else. Or your SEO keywords are so broad they’re pulling in unqualified visitors who bounce immediately.

Signs of this leak include a high bounce rate (70%+) and very short time-on-site. Misaligned messaging is a huge culprit: campaigns create interest, but the landing page fails to deliver on the promise. This mismatch instantly disrupts the customer experience and kills momentum, visitors realize “this isn’t what I was looking for” and vanish.

How to fix it: Start by making sure the message matches the audience for every traffic source. If you run an ad about “handmade leather wallets,” don’t send shoppers to a generic accessories homepage. Send them to a page about those leather wallets, with a copy that echoes the ad’s promise. In practice:

• Refine your targeting and keywords: Make sure your ads and content are tuned to your ideal customers. Broad keywords or untargeted social ads will flood your site with people who don’t need or want your product. It’s wasted spend and a leaky bucket. Drill down to specific, intent-driven keywords and audiences who are a fi t for your brand.
• Qualify and clarify: Don’t be afraid to be clear about who your product is for (and not for). This can feel counterintuitive—why discourage anyone?—but it actually attracts the right shoppers. For instance, a tagline like “Athletic gear for elite triathletes” may turn away casual joggers, and that’s okay. You’re saving each other time. The ones who stay will be genuinely interested, leading to higher conversion.

Leak #2: You have mere seconds to captivate a new visitor and you’re losing them. When a potential customer lands on your homepage or product page, clarity is king. If they can’t quickly grasp what you offer, why it’s special, and that you’re a legit brand, they’ll move on. In fact, if someone lands on your site and can’t understand what you do or why it matters within about 5 seconds, you’ve likely lost them. Blame our goldfish-like attention spans, but it’s reality. A vague headline like “Innovative solutions for modern living” might sound grand to you, but it means nothing to a shopper in a hurry. They need concrete, benefi t-driven info fast.

Another often overlooked aspect of first impressions is trustworthiness. Even if your value proposition is clear, a visitor also subconsciously asks: “Do I trust this site and brand?” An unprofessional-looking design, no visible reviews or contact info, or missing basics like a return policy can trigger skepticism. Customers are cautious, especially when looking at a new DTC brand. Missing return policy details, no social proof, or a sketchy-looking site are all red flags that quietly kill conversions. Think of it from the shopper’s perspective: “Am I going to regret giving this unknown site my credit card info?” If anything feels “off” or confusing, they’ll bail.

How to fix it: Craft a razor-sharp value proposition and build instant credibility on your key landing pages. Some tactics to plug this leak:

• Clarify your headline and above-the-fold content: Make sure a new visitor can tell at a glance what you sell and why it’s awesome. Be direct and benefit-focused. For example, instead of “Innovative hydration reimagined,” say “Ultra-Filtering Water Bottles: Stay Hydrated with 99% Pure Water on the Go.” Be specific about the product and the benefit.
• Show credibility immediately: Don’t wait for users to hunt for proof that you’re legit. Display trust signals and social proof prominently. This can include brief high-praise testimonials (“Over 10,000 happy customers”), star ratings, media mentions (if any), or even a simple statement like “Trusted by athletes in 50+ countries.” If you have industry certifications or offer guarantees (e.g. “30-Day Money Back Guarantee”), put those up front too.
• Make policies and customer service info easy to find: A big concern for online shoppers is “What if something goes wrong?” Alleviate that fear by clearly linking to your shipping, return, and support info. For example, a mini blurb “Free shipping over $50 + Easy 30-day returns” at the top of the page can immediately address two common anxieties. When visitors see you have fair, transparent policies, it builds trust.
• Mind the site speed and mobile experience: Here’s a sneaky first-impression killer: a slow, clunky site. It doesn’t matter how brilliant your copy or product is if the page stalls; impatient shoppers will be gone. Optimize images, reduce bloat, and ensure your site is mobile-friendly and fast. Speed and simplicity signal professionalism.

Leak #3: Interested shoppers can’t find what they want (or can’t decide), so they give up. This leak is all about the product discovery experience on your site. Let’s say a visitor stuck around past the first impression—great!—they want to browse your products. Now the question is: Can they easily navigate and narrow down to the item that fits their needs? Surprisingly often, the answer is no. Many e-commerce sites inadvertently create a “website jungle” that shoppers must hack through. Confusing menu categories, irrelevant search results, or too many product options without helpful filters can all cause frustration.

Consider these scenarios: A shopper uses your site’s search bar to find “running shoes” and gets a flood of 200 results with no way to refi ne by size or style. Or they click a menu category that isn’t clearly labeled, wander aimlessly, and think “I can’t find the thing I saw in that ad.” This is a major overlooked conversion killer. Retailers often focus on the homepage and checkout, but the middle of the funnel (product browsing) quietly bleeds potential sales if product discovery isn’t smooth.

Another counterintuitive culprit here is overwhelming shoppers with too many choices. Yes, having a big product catalog is generally a good thing but if it’s not curated or structured well, it can backfire. Psychologically, too many options can lead to decision paralysis. Shoppers may actually avoid engaging or postpone the decision (“I’ll think about it later”) when faced with an overload of similar choices.

How to fix it: Make product finding blissfully easy and guide users to decisions. Here’s how:

• Streamline and clarify navigation: Audit your menus and category structure through the eyes of a new customer. Are the categories intuitive? Are there too many nested sub-menus? Simplify where possible. Use plain language for category names (e.g. “Jackets & Coats” instead of “Outerwear Solutions”). Also, consider adding quick links for popular needs (like “Gift Ideas” or “New Arrivals”) based on what your audience might be looking for. The goal is to remove any “Where do I go?” doubt in a shopper’s mind.
• Improve your site search (don’t neglect it!): On-site searchers are often your hottest prospects. Make sure your search is robust: it should handle typos, suggest popular queries, and allow filters (by category, price, etc.) to refi ne results. If someone searches “blue dress XL”, they don’t want 300 results including socks and hats; they want to see relevant blue dresses in size XL. Investing a bit in your search experience can directly lift conversions.
• Tame the overload with filtering and guidance: If you offer lots of products or variants, help users narrow down intelligently. Implement easy-to-use filters for the attributes that matter (size, color, price, etc.). Ensure these filters actually work and don’t lead to dead ends; nothing frustrates more than selecting “size M” and seeing zero results because of a quirk in how products are tagged. Also, consider adding badges or category highlights like “Best Seller” or “New” to guide attention. Another tactic is to curate subsets: for example, if 500 items in a category is overwhelming, create subcollections like “Top 20 Picks for You” or “Staff Favorites.” This way you’re offering choice with a starting point. Essentially, be a helpful shop assistant in digital form: guide users to what they want, rather than dumping them in a huge aisle by themselves.
• Consider reducing choice where it makes sense: This might sound radical, but if you identify certain product areas with excessive overlap, you might consolidate options or at least not show all at once. For instance, if you have 50 very similar t-shirts, do you need to display all 50 on the first page? Maybe feature 10 and paginate the rest, or highlight the top 5 and group the rest under a “more colors available” dropdown. The idea is to prevent analysis paralysis. Remember, more is not always more in retail. By curating the experience (just like a boutique might), you actually make it easier for customers to say “Yes, this one!” and checkout with confidence.

Leak #4: The shopper makes it all the way to the cart… and then bails. This one really hurts: you almost closed the sale, but something in the checkout process scared off your customer. Think about that: for every 10 people who put something in their cart, roughly 7 leave without buying. While some abandonment is unavoidable (window-shoppers, price-comparing, etc.), a huge chunk is caused by unnecessary friction or unpleasant surprises in checkout. It’s often an overlooked area because merchants assume “if they reached checkout, they must be really interested” but even highly interested buyers will bolt if the final steps annoy or concern them.

So what causes these leaks at the finish line? Common culprits include: suddenly high shipping costs or added fees revealed at checkout, being forced to create an account, too many form fi elds to fill out, lack of preferred payment options, or even just a slow or glitchy checkout page. A confusing or cumbersome checkout is often the last—and most expensive—place to lose a sale. It’s expensive because by that point, you’ve invested in getting the customer all the way through the funnel (marketing, research, etc.), and then the funnel fails at the one-yard line.

How to fix it: Remove friction and add reassurance in the checkout process. You want to make completing a purchase as easy and comforting as possible. Tactics to plug this leak include:

• Be transparent about costs (no last-minute surprises): One of the top reasons for cart abandonment is seeing unexpected costs at checkout that weren’t obvious earlier. Wherever possible, show estimated total costs upfront (for instance, a shipping calculator in the cart or free shipping threshold clearly communicated). If you offer free shipping over a certain amount, remind users in-cart (“Add $5 more for free shipping!”) to turn a potential frustration into an upsell opportunity.
• Offer guest checkout (don’t force account creation): This is a big one. Forcing new customers to register an account before buying is a conversion killer. Yes, you want their info for future marketing, but you’ll get it when they purchase anyway! Provide a guest checkout option that only asks for the essentials (email for receipt, shipping address, payment). You can always invite them to create an account after the purchase or in the confirmation email.
• Simplify forms and steps: Take a microscope to your checkout form. Every fi eld you ask for should be truly necessary. Do you need two phone number fi elds? Probably not. Can you automatically derive shipping address from billing if they check a box “same as billing”? Probably yes. Reduce checkout to as few steps and fi elds as possible (while still getting what you need to fulfill the order). Also, break it into bite-sized pieces: a single long page of 20 fi elds is scary, but 3 short steps with a progress bar (“Shipping info” -> “Payment” -> “Review & Submit”) feels more doable. Use progress indicators so customers know they’re almost done.
• Optimize for speed and mobile: Just as with initial impressions, slow or clunky checkout pages will cost you. Make sure your checkout loads fast and works flawlessly on mobile devices. Use large, thumb-friendly buttons, minimize typing (offer address auto-complete, etc.), and test your checkout on various devices.
• Build trust right till the end: The final stage is where a customer decides to hit that “Place Order” button; any lingering doubts can still derail them. Display trust and security signals prominently in checkout. Show badges or text for things like “Secure SSL Encryption” near the payment fi elds, recognizable payment icons (Visa, MasterCard, PayPal, etc.), and even reassurance copy like “Review your order, you can always edit or cancel later.” If you have a generous return policy or guarantee, remind them here (“30-day no-hassle returns if it’s not right”). These little messages can quell last-minute anxiety. The user should feel “It’s safe to buy, and I’m not locked in if I change my mind.”

Leak #5: Many e-commerce teams pour all their effort into getting a customer to either buy or not, and then it’s “onto the next visitor.” But what about the almost customers? The ones who showed interest, browsed products, maybe even added to cart and then disappeared? Writing them off is a costly leak. The truth is, most people don’t convert on their first visit, yet many funnels are designed as if they will. If you’re not following up with those who didn’t buy on the spot, you’re leaving money on the table. The funnel effectively “stops after the first click,” and all those not-now buyers fall right out of it, often for good.

Consider an example: A shopper spends time on your site, compares a few products, and leaves without purchasing. Maybe they got distracted, maybe they weren’t 100% sold, or wanted to check funds, who knows. But they were interested. If you do nothing, that potential sale is likely gone forever. However, if you have a smart follow-up in place, say, an email reminding them of the item, or a retargeting ad offering a 10% off for that product, you have a shot at winning them back. And guess what? These tactics work. Even a gentle nudge can rekindle it.

It’s not just cart abandoners, either. Think of all the folks who browsed but didn’t add anything to cart. Do you have a way to re-engage them? If you’re not at least capturing an email signup or leveraging retargeting ads, that’s another leak. Many brands overlook mid-funnel content and nurturing. They focus on the extremes (awareness ads and the purchase), but there’s a courtship in between. Lack of follow-up could also include not encouraging repeat purchases from first-time buyers but that’s a whole other funnel (the loyalty loop). Initially, let’s focus on getting that first conversion via follow-ups.

How to fix it: Don’t say goodbye so quickly. Implement systems to follow up and nurture prospects who didn’t convert right away. A few high-impact moves:

• Set up abandoned cart emails: This is low-hanging fruit. Most e-commerce platforms (or email services) let you automate a sequence when a user leaves items in their cart. Craft a friendly email that goes out within e.g. 1 hour of abandonment, saying something like, “Forgot something? Your items are waiting in your cart.” Include a clear call-to-action back to checkout, and perhaps a subtle incentive (“Need help? We’re here, or enjoy 10% off to complete your order”).
• Leverage retargeting ads: Ever looked at a product online and then seen it follow you around in ads later? That’s retargeting, and it can be very effective when done tactfully. Allocate a portion of your ad budget to re-engage those who visited but didn’t buy. You can create campaigns to show the exact product someone viewed, or a carousel of related products. The idea is to gently say “Hey, still interested?” as they browse Facebook, Instagram, or other sites. These folks already know your brand (even if only a little), so the trust barrier is lower and click-through/conversion rates are typically higher than cold ads.
• Provide mid-funnel content and capture leads: Some visitors might not be ready to buy today because they need more information or confidence. Don’t let them drift off uneducated. For example, have you provided easily accessible FAQs, comparison guides, or reviews on your site? If not, they might leave to “do research” elsewhere and never return. Creating content like “Why Our Widget is Different” or “How to Choose the Right [Product]” can keep potential buyers engaged and build conviction. Additionally, consider offering an email newsletter or downloadable guide in exchange for an email signup (“Get our free Style Guide for Summer – enter your email”). That way, even if they leave, you have a way to continue the conversation via email.
• Re-engage one-time buyers (post-purchase follow-up): This goes slightly beyond the initial conversion funnel, but it’s worth mentioning: don’t leak customers after the first sale either. A first-time buyer is much more likely to buy again if you follow up with them. Send a thank-you email, ask for a review, and then maybe after a couple of weeks, suggest a related product (“How are you enjoying your new protein powder? We thought you might love our blender bottle to go with it.”). Many brands overlook this, focusing only on new customer acquisition, but increasing your repeat purchase rate is a powerful revenue driver. It’s cheaper to retain and upsell an existing customer than to acquire a new one. So treat that first purchase as the start of a relationship, not the end.

As one expert aptly said, “Most funnels don’t need more traffic. They need less waste.” By tightening up these weak spots, you’re not only salvaging lost sales but also improving the customer’s experience at every step.

Take a holistic look at your e-commerce journey: Are you attracting the right people? Do they immediately understand and trust you? Can they fi nd what they want without struggle? Is the path to purchase smooth and reassuring? And if they leave empty-handed, have you truly lost them or is there a net to catch them later? Use the strategies above to patch the holes.

The beauty is, none of these improvements are rocket science, they’re just often neglected. By paying attention to these “unpopular” or less-glamorous details, you’ll gain an edge over competitors who are busy chasing the latest traffic hack while their funnel quietly leaks. And you’ll be maximizing the value of every visitor you already get.