A @Shopify brand lifted revenue from returning visitors by 5% with one tiny change:
They showed returning shoppers the last collection they viewed, as the first item in the mobile menu.
That’s it.
WHY IT WORKS:
Most mobile menus treat everyone the same.
But returning shoppers have context.
So don’t make them hunt.
Less scrolling → faster browsing → more add-to-carts.
BONUS:
Works for anonymous shoppers too.
No login needed.
—
Curious if it’ll work for your audience?
A/B test it.
Takes minutes with @Visuallyio
https://t.co/bSfQpyo8YB
A @Shopify brand lifted CR +6.2% by adding THIS to the announcement bar:
✂️ “COPY CODE” next to the coupon
That’s it.
WHY IT WORKS
A good offer already creates intent.
Copying the code increases commitment and moves shoppers closer to purchase.
Higher commitment → higher chance to buy.
TIP: save this post for BFCM
Takes minutes to A/B test with @Visuallyio
Try for free: https://t.co/bSfQpyo8YB
Bogg Bag has already built a successful 9-figure brand, but they’re not slowing down.
Their ecommerce team is growth-focused, CRO-savvy, and fueled by an impressive experimentation roadmap.
So when Madison Johnson shared this, it meant a lot:
>> "Visually has changed how I work"
>> "Our roadmap grows bigger every day"
>> "We finally have a tool - and a partner - that can execute, optimize, and strategize at the speed we need."
>> "I've tried other testing and personalization tools but nothing compares."
Madison and the entire @boggbag team, thank you.
We're grateful to be part of your journey 🚀
@Seozilla_ai@Shopify With @Visuallyio. Thanks to its Shopify-native integration, the app is connected to the product catalog, so setting up this kind of test is as simple as entering a prompt, as shown in the video.
A @Shopify brand boosted 🔎 search bar conversions by +10.5% with one addition.
>> Product recommendations. That’s it.
WHY IT WORKS
Shoppers who open search have intent, but they don’t always know exactly what to search for.
Showing personalized product recs right away:
faster discovery → more purchases.
PRO TIP
Prioritize relevant overstocked products to kill two birds with one stone:
1 - Increase conversion rate
2 - Reduce excess inventory
Takes minutes to A/B test with @Visuallyio
Try for free: https://t.co/bSfQpyo8YB
A “Quick Add” lifted revenue by 4.2%. BUT the real win WASN’T “faster add to cart”…
It was answering the “do you have my size?” question - instantly.
And here’s the twist most brands miss:
HOW you implement “Quick Add” is the whole game.
TWO OPTIONS:
1. Size-on-hover/click
Seen on: @aloyoga, @Gymshark, @FashionNova
Hover/click a product card → available sizes show immediately
Zero extra clicks
Less back-and-forth → better experience → more revenue
2. Expand-on-click
Seen on: Windsor Fashions , @SPANX
Click “Quick Add” → expanded view with sizes/variants
Better when there are more nuanced selections to make prior to adding to cart
IMPORTANT NOTE:
“Quick Add” can backfire for:
- Non-apparel
- High-consideration products
(where “quick” skips info people actually need)
Want to know what’ll work best for your audience?
A/B test it.
Launch it in minutes with @Visuallyio Copilot
(currently available on Shopify): https://t.co/bSfQpyo8YB
A @Shopify brand increased CR by +11.5% by changing ONE thing in the PDP.
👉 They expanded the product description.
That's it.
WHY IT WORKED?
First, it doesn’t always work. For visual-first products, the info is often better collapsed.
But for function-focused products, collapsing the description can hide the reason to buy.
• The benefits
• The value
• The "I need this" moment
And that can quietly cost you conversions.
THE INTERESTING PART?
It's not just product-dependent.
It can also vary by audience (new / returning).
Want to know what works best for YOUR store?
Don’t guess.
A/B test.
With @Visuallyio, you can test it by audience in minutes.
A Shopify apparel brand increased CR by +9.9% by adding THIS to out-of-stock PDPs:
👉 Similar product recommendations.
That's all.
WHY IT WORKS
Think about the typical shopper’s out-of-stock experience:
>> The product they want is unavailable
>> They leave or search for alternatives
Even with a “Notify Me” button, the customer still isn’t buying NOW.
Showing relevant alternatives right away turns a
frustrating dead end into another path to purchase.
Less searching. Less friction. More conversions.
Takes minutes to A/B test with @Visuallyio
Try for free: https://t.co/bSfQpyo8YB
A @Shopify brand lifted CR by 4.6% using SMART product badges. Here’s how:
Badges are an elegant way to communicate without cluttering the experience.
Examples:
1. “High Compression”, “Ultra light” = Smart filtering
Let shoppers scan what matters most to them without reading a single bullet point.
2. “Low Stock” = Urgency
This isn’t fake FOMO.
If something’s actually running out - say it.
It moves people from “maybe later” to “I need this now.”
3. “Best Seller”, “Back in stock” = Social proof
This tells shoppers: others loved it → you probably will too.
Want to know what’ll work best for your audience?
A/B test it.
Takes minutes with Visually: https://t.co/bSfQpyoGO9
33.3% more revenue in 7 months 😱
Huron, the men's personal care brand, had a problem:
A lean team, limited dev resources, and an A/B testing tool that turned every test into a project.
So they switched to @Visuallyio
“Switching to Visually completely changed how we optimize. As a small, non-technical team, we can now test ideas in real time to make smarter decisions faster.”
Juliana Kugelmas, Senior Growth Strategy Manager
3 of the winning tests behind the growth:
1) Reordered the PDP buy section
CTA first, subscription pre-selected, one-time purchase last.
Result: +28.9% subscriptions
(with no drop in CR)
2) Added free samples to cologne purchases
Lower risk (full-size returns available) + higher perceived value = more orders.
Result: +5.4% CR
(with no increase in returns)
3) Added a cart progress bar
Free shipping + free gift incentives increased cart sizes.
Result: +3.2% AOV
Behind these wins is a team deeply committed to
testing, learning, and continuous growth:
→ 107 tests launched
→ 33.3% revenue lift
Can’t wait to see what they uncover next!
A @Shopify brand boosted desktop conversions +5.1% by changing ONE thing.
The cart drawer width.
That’s it.
WHY IT WORKS:
On mobile every pixel counts, but on desktop the cart doesn’t have to feel tight.
A wider cart can mean:
- More products visible at once
- Less clutter and more focus
- A larger checkout CTA
Clearer cart, clearer next step → more checkout clicks.
A/B test this for free with Visually: https://t.co/OvqHDl4XYQ
A @Shopify brand lifted CR +4.2% and AOV +2.8% by removing ONE thing from the collection page.
The “Load More” button.
That’s it.
WHY IT WORKS:
The “Load More” button quietly limits discovery.
Remove it, and shoppers can scan more products >> find more items they love >> and build bigger carts.
Especially with large catalogs.
Users viewing 8+ PDPs convert ~50% higher than those viewing 4+.
More PDP views = higher CR & AOV
Takes minutes to A/B test with @Visuallyio
Try it now for free: https://t.co/OvqHDl4q9i
A @Shopify brand grew revenue +7.6% by adding ONE thing to the cart.
They added social proof.
WHY IT WORKS:
• The cart is where doubt lives.
Showing reviews in the cart kills hesitation at the exact moment it matters most.
• Cart returners skip your product page.
People who come back from retargeting or email often land straight in the cart.
They never see PDP reviews.
Less doubt → fewer removals → more checkouts.
IMPORTANT TO NOTE:
• Per-product reviews shine with smaller catalogs.
• Some brands win by showing the amount of reviews for the entire store
DON’T ASSUME - A/B TEST IT:
It’s faster than ever with @Visuallyio Copilot:
1. Connect Visually to Shopify → one-click install, zero code, no contracts
2. Describe the A/B test you want to run
3. Let the AI build it in minutes
Try it now for free: https://t.co/bSfQpyoGO9
@adityasingh_58@Shopify Exactly. To maximize performance, you have to pay attention to different scenarios, identify where conversions drop, and test ways to improve results.
A @Shopify brand boosted add-to-cart rate +7.1% by adding ONE thing to the collection page.
Product reviews.
That’s it.
WHY IT WORKS:
When shoppers see others buying and loving
products from the store, it builds trust and reduces hesitation.
More trust = more add-to-carts
IMPORTANT
Products with a very low review count can have
the opposite effect, so set a minimum review threshold.
Takes minutes to set up and A/B test with @Visuallyio Copilot.
A @Shopify brand lifted CR +8.8% by ensuring ONE thing was visible right away.
The homepage CTA.
Many brands don’t realize their CTA falls below the fold on some devices, or the impact it has.
WHY IT WORKS:
When the CTA is above the fold, shoppers know where to go right away.
No waiting. No scrolling. No friction.
Faster navigation → more product views → more purchases.
Takes minutes to A/B test with @Visuallyio