Curious to hear from other merchants:
What’s one change that significantly improved your conversion rate?
Looking forward to learning from your experiences.
Hey @danielwright
From optimizing a lot of stores rather than running one, the honest answer is there’s no universal “one change,” it depends where your specific funnel leaks, but the one that moves the needle most consistently is putting social proof right at the decision point.
Reviews and trust signals sitting next to the add to cart button, not buried in a tab lower down, because that’s the exact moment hesitation kicks in and seeing real buyers there removes it. Plenty of stores have great reviews nobody scrolls to, and pulling a few up beside the price and ATC tends to lift conversion more than any full redesign.
Best,
Moeed
Hello, @danielwright
Hope you are doing well
Great question . One change that often has a significant impact is improving products with better images, clear description and customer reviews.
Not a merchants, but I work on the merchandising side with a bunch of Shopify brands, so take it from that angle. The single biggest CVR change I’ve watched come out of a test was this.
One fashion brand had always sorted their collection pages by feel (aka “look”). Lead with the best-looking products, hero shots up top, the stuff the creative team was proud of. They A/B tested that against a version ordered by actual performance data, what was really selling and converting rather than what looked nice. The data version won and it wasn’t close, double digit lift on conversion.
The part that stuck with me: a lot of brands carry visual merchandising habits straight over from physical retail, building the page like a shop window with the prettiest products up front. But online the shopper isn’t strolling past a display, they’re scanning for the thing they actually want. Lead with what converts, not what looks good in a lookbook.
One thing you can consider is simplifying the process, some small changes for example reducing steps, allowing guest check out or showing all additional costs upfront can reduce the rate of abandoning check out and improve CR. Other actions that might be impactful include adding trust sign, social proof, adding clear call to action, improving product images,..
these are few things you can definitely handle by yourself, but if it requires too much tie and efforts for large catalog, you can seek helpful tools to better optimize site and improve overall CR
Honestly, the biggest conversion lever I’ve found has less to do with page design and more to do with giving each shopper the kind of personalized attention they’d get from a good salesperson on the floor.
I’ve spent over a decade (across six DTC brands) on the merchant side, and the same few things killed conversion on every store:
- A shopper has one specific question (sizing, materials, shipping time, the return policy) and can’t get it answered in the moment. By the time support replies the next day, the impulse is gone and the sale is lost.
- A shopper searches the way they actually think (“a gift for my dad”, “something warm for camping”) and native Shopify search returns nothing, so they give up instead of digging through the entire catalog.
- The store has plenty of reviews for social proof, but they sit there as a wall of text, so the person worried about fit never sees the 30 reviews that say it runs true to size.
Those are the exact gaps I got tired of patching together on my own brands, so I built Carti to handle them out of the box.
It answers product and policy questions in the moment, does intent-based search so people actually find the right product, pulls specific review details to overcome objections, and tailors what it shows each person (instead of one static best-seller block for everyone).
It’s totally free for smaller stores, and our early merchants are seeing a measurable lift in revenue per visitor.
Full disclosure, I’m obviously biased since I built it. But even setting the tool aside, if you fix just the first one, getting the real answer in front of people at the moment of doubt, you’ll usually see CR rise.
Happy to take a look at your store for more tailored advice if you drop the link!
CRO in my mind is just answering questions visitors might have before they fully form as issues in their minds.
One change, since that is what you asked: moving social proof up next to the add to cart button instead of leaving it at the bottom of the product page.
The reason it works is that the bottom of the page is where the least committed shoppers never reach. The doubt hits at the price and the buy button, not thousands of pixels down. We have run this as a controlled test across a range of stores, and a review or customer video block sitting right by the add to cart consistently beats the same content placed lower. The size of the lift varies by niche, but the direction has been remarkably consistent.
One caveat: do not just take my word on the placement. Test it on your own store, because the winning spot differs by product and audience. The principle that held up everywhere is proof where the decision happens, not a specific position.
Disclosure: I am the founder of Eevy, which automates exactly this kind of product page test, so it is the thing I have the most data on. But you can run a simple version of this manually with any review app and a theme tweak.
For CRO Audit one of the most important factors is accurate data analysis from the lower funnel to the top funnel.
Many Shopify store owners solely rely on shopify native app for conversion tracking and data analysis.
If you’re still using Shopify’s native Google Analytics 4 app to track revenue, you’re likely seeing incomplete or inaccurate data — and that’s hurting your optimization and reporting
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Shopify native app misses key revenue events, underreports by 10–30%, and often duplicates purchases. -
Google Tag Manager (GTM) captures every revenue parameter correctly, and ensures server‑side accuracy with no data leakage.
so for better data analysis make sure data accuracy.
Thank you
Hey @danielwright .
Hope you are doing well !
As far as my experience goes, you can add real customer reviews with Photos.
Nothing converts better than social proof from real buyers.
the single biggest thing for us was shortening the path to checkout. we had a cart page > shipping > payment flow and consolidated it into one-page checkout with express payment options visible immediately. fewer clicks, fewer drop-off points, and that alone bumped our conversion rate noticeably.
the other thing that surprised me was how much trust signals matter above the fold. not just reviews but specific details like shipping time, return policy, and stock levels right on the product page. people don’t scroll down to find that stuff, they just leave.
All great tips, however I suggest doing A/B tests what works for you. One at a time.
So you can make a educated decision at the end.
One thing I’d focus on is making the value proposition immediately clear above the fold, especially what makes the product worth choosing over alternatives. A strong headline, relevant product imagery, and a clear CTA can remove a lot of hesitation before visitors even reach checkout.
Good thread, but I notice everyone here is optimizing either the product page or the checkout, and nobody’s mentioned the step in between. The add-to-cart → checkout-initiated gap is where a surprising amount of revenue quietly leaks out, and it’s the least-tested part of most stores.
Before running any test: pull your funnel by step in Shopify Analytics (sessions → added to cart → reached checkout → converted). A lot of people find their PDP is actually fine and that 20–40% of shoppers who added something never even start checkout. If that’s your numbers, redesigning your hero image is the wrong project.
Things that have consistently moved that number for stores I’ve worked with:
Kill the cart-page redirect. If add-to-cart navigates people to /cart, you’ve broken their browsing flow to show them a page with nothing new on it. A drawer that slides over keeps them where they were. Close to free to change, and mobile feels it most.
Set your free shipping threshold from your data, not a round number. Export the last 90 days of orders, plot the order value distribution, and put the threshold just above the thick part of the curve — usually 15–25% over current AOV. Picking $75 because it looks nice is how you either give away shipping on orders that were already coming, or set a bar almost nobody clears. Then show progress dynamically (“you’re $14 away”) instead of a static banner, and suggest a specific product that closes the gap. “Add $14 more” makes people do math. “Add this $16 thing” makes people click.
Gift with purchase beats percentage off. A 10% discount comes straight out of revenue. A free gift costs you COGS. Similar perceived value, very different margin.
Repeat the objection-killers at the cart step. Whatever you did with reviews, returns and delivery timing on the PDP (agree with Moeed and Marius above), it needs to appear again in the cart. People re-doubt at every stage, and the cart is where the total shows up with shipping for the first time.
Upsells below the line items, never above. Nobody should scroll past your pitch to find what they actually chose. Cap it at 2–3 suggestions too, or you push the checkout button below the fold and the whole thing reads as a store trying to squeeze.
And +1 to testing one change at a time. Cart changes are especially easy to stack and then have no idea which one did the work.
Disclosure since it’s relevant: I work on CornerCart, a cart drawer app, so this is the part of the funnel I stare at all day.It does happen to do all of the above… but that’s not really the point. The principles hold no matter what you implement them with, and if you’re comfortable in Liquid you can build most of it into your theme yourself.
For me, one of the biggest improvements has been making the product page answer the questions people have before they ever reach checkout. Clearer product information, better photos, reviews, shipping details and a stronger explanation of why the product is worth buying made more difference than adding another popup or discount.
I also started paying more attention to where people were actually dropping off instead of just looking at the overall conversion rate. Sometimes the problem isn’t the offer at all, it’s a confusing product page or an unexpected step in checkout.
I keep an eye on the technical side with SiteGuru as well, mainly to make sure there aren’t basic issues with important pages, links or indexation. It’s easy to focus so much on CRO that you overlook something technical that’s hurting the store.
For anyone who has made a big improvement, I’d be curious whether it came from changing the offer, the product page, checkout, or simply getting better traffic in the first place.
I totally concur with Kim267 that answers in PDP the more explicit ones which are clear are much more persuasive compared to an additional interrupt. The step that most significantly contributed to our conversion was not a new overlay; it was rather to unassemble the funnel and seal the leak we factually had.
Few stores had an apparently ok PDP, yet a big group of people who added products to cart never actually went to checkout. The common reason was the email popup that was displayed on that first cart moment (or on every return visit). Postponing the popup, making it first-visit only, and ensuring that shipping/returns/reviews are near to ATC recovered more sessions compared to any deeper discount.
In the case of old visitors who had already closed the overlay, they still need restocks and a second signup without another full-screen request. One popup should be kept that earns its space; let everyone else have a quiet path that they open by themselves.
Disclosure: I am the founder of Atomato (Atomato Email, SMS & Upsell - Grow email and SMS lists and upsell from a feed... | Shopify App Store) which is a shopper-opened notification bell/feed for offers, restocks, and upsells — email/SMS is just one card in that feed, not an ESP. It is present in addition to the popup you already run, not instead of it.
Great thread. One angle I don’t see mentioned yet: raw page speed and mobile rendering, upstream of all the funnel/cart tactics above. If your PDP takes 4-5s to load on a phone on real 4G (not office wifi), a meaningful chunk of visitors bounce before any of the cart-drawer or social-proof optimizations ever get a chance to work. Worth checking your PageSpeed/Core Web Vitals on mobile specifically before investing more time in on-page tests - I’ve seen stores fix conversion mostly by trimming apps/scripts and compressing images, no redesign needed. Disclosure: I build lightweight one-page sites for a living, so speed is the lens I always look through first, but this applies just as much to your existing Shopify theme.
One change worth adding here doesn’t show up in conversion rate at all, which is exactly why it gets missed in threads like this.
An offer on the post-purchase page, the step between payment and the Thank you page, can’t change whether someone buys: they already have. Shopify’s developer docs describe it as adding products to the customer’s initial order, so there’s no extra order either. Conversion rate stays flat while revenue per order goes up. If the only number you watch after a change is CR, you’d call it a failed test.
Worth putting revenue per visitor next to CR before you judge any change, including the ones above.
Full disclosure: I co-founded Sellify, which runs post-purchase and Thank you page offers. It’s free on the App Store.
Having more photos/videos in the product reviews