u/will_scales

I’ve been seeing more and more Shopify apps claiming their AI support agent can reduce customer support tickets by 50–80%, answer instantly, and even handle refunds and order changes.

I’m curious how much of that is actually happening in real stores.

If you’ve implemented AI for customer support, what changed? Did it genuinely reduce your ticket volume, or did it mostly just respond faster before handing customers off to a human?

I’d also love to know:

• Which AI tool are you using?
• Roughly what percentage of your tickets are handled without human intervention?
• What kinds of questions does AI handle well, and where does it still fall short?
• Has it improved customer satisfaction, or have customers been frustrated by it?

Looking for real experiences rather than marketing claims. It feels like every app promises the same thing, but I rarely hear store owners sharing actual results.

I’ve seen stores celebrating 6x ROAS while barely making a profit after discounts, shipping, returns, and app fees.

I’d rather have a store doing 2x ROAS with healthy margins than 8x ROAS that’s barely breaking even.

What metric are you optimizing for in 2026 instead of ROAS?

It feels like every Shopify app is launching an AI chatbot or shopping assistant, and every demo promises higher conversions and better customer experience.

But i wanna know about real world results.

Has anyone here actually seen measurable improvements in:

• Conversion rate
• Average order value
• Reduced support tickets
• Higher customer satisfaction

Or are most shoppers still skipping the chatbot and buying the way they always have?

If you’ve implemented one, was it worth the cost?

I’m doing 30 free mobile CRO audits for Shopify stores.

I’ll record a personalized audit covering things like:

• What’s killing conversions
• Mobile UX mistakes
• Product page friction
• Trust issues
• Add-to-cart problems
• Checkout bottlenecks
• Quick wins you can implement immediately

No templates. No AI-generated checklist. Just a real audit of your store.

I’ll do the first 30 stores that comment with their URL.

We’re getting roughly the same amount of traffic, creatives are refreshed regularly, and conversion rate hasn’t changed much, but customer acquisition cost just keeps climbing.

At this point I’m wondering if it’s actually more about attribution getting messier across Meta/TikTok/Shopify than ads becoming less efficient.

Has anyone found something that genuinely helped bring CAC back down, or is this just the new normal in 2026?

A few months ago, creating a new store or account was pretty straightforward.

Now I’m seeing:

• Being asked to verify almost everything.
• “Use the Shopify app” prompts during setup.
• More accounts getting flagged even on fresh devices/networks.
• Random security checks with no clear explanation.

I get why they’re tightening things up (fraud is real), but it feels like the friction for legitimate users has gone up a lot too.

Idk if it’s just me or if others are seeing the same trend.

What changes have you noticed recently with Shopify? Any workarounds or is this just the new normal?

I’ve got a list of things I could improve like product pages, email flows, ad creatives, site speed, pricing, bundles, reviews, checkout, etc.

The problem is I have no idea which one is actually holding the business back.

It’s easy to stay busy making changes, but it’s hard to know if you’re working on the bottleneck or just keeping yourself occupied.

How do you decide what deserves your attention first?

Been trying to move more of our retention from email to WhatsApp because email engagement just keeps getting worse, but finding a tool that’s actually reliable has been harder than expected.

We’ve tested a few apps already and they all seem to fall apart in different ways. One suddenly becomes ridiculously expensive once you start adding more teammates, another works fine until traffic spikes and then messages start failing or getting delayed. We also have a few custom workflows, and stitching everything together with Zapier feels like adding another point of failure.

At this point I’m less concerned about having 100 fancy features and more about something that’s stable during big sales, scales without weird hidden limits, and doesn’t require babysitting every campaign.

For stores doing decent volume, what are you using? Anything that’s been rock solid during launches or BFCM? Looking for real experiences before we waste time migrating again.

A Shopify founder couldn’t figure out why sales had stalled. Traffic was growing, ad performance looked healthy, and people were spending time on the site.

The problem turned out to be a single line of copy. Their shipping policy was buried three clicks deep, and customers kept abandoning their carts because they weren’t sure when orders would arrive.

After moving delivery estimates directly onto product pages and checkout, cart abandonment dropped by 17% over the next month. Based on their average order volume, that translated to roughly $38,000 in recovered revenue annually.

Sometimes growth doesn’t come from a new channel or a bigger budget..it comes from removing a small piece of friction that’s quietly costing you customers every day.

Most Shopify advice fails because it’s copied. One person copies another, who copied someone else before them, and eventually the original context gets lost.

Very little of the advice floating around actually comes from real experimentation. The best operators don’t obsess over finding a universal playbook or asking, “What works?” Instead, they focus on a much more important question: “What works for my customers?”

That’s the difference between blindly following trends and building a store based on real customer behavior.

The biggest advantage small Shopify brands have isn’t budget, team size, or even technology..it’s speed.

While larger brands often need multiple approvals, meetings, and layers of processes before making a change, smaller brands can move immediately.

They can launch a new offer, test a landing page, create a bundle, or experiment with pricing within hours, not weeks.

In ecommerce, the ability to test, learn, and adapt quickly is often a bigger competitive advantage than having more resources. Most founders underestimate just how powerful that speed can be.

Everyone in ecommerce loves talking about ROAS, but I think it’s one of the most overrated metrics in the industry.

A store doing $100k/month at 4x ROAS can easily be less profitable than a store doing $60k/month at 2x ROAS once you factor in discounts, shipping, returns, payment processing fees, agency retainers, apps, and inventory costs.

I’ve seen stores with impressive ROAS screenshots generating single digit profit margins, while others with average ROAS were quietly printing cash and scaling comfortably.

The problem is that ROAS only tells you how efficiently you’re buying revenue, not how much money you’re actually keeping. The best operators I know spend far more time looking at contribution margin, customer acquisition costs, repeat purchase rates, and cash flow than they do refreshing their ads dashboard.

If your ROAS disappeared tomorrow and you could only track one number, I’d argue most Shopify brands would be better off tracking contribution margin.

What’s the one metric you think founders obsess over far more than they should?

A founder I spoke with was ready to spend thousands on a complete website redesign because sales weren’t where they wanted them to be.

They got quotes ranging from $8,000 to $15,000 and were close to pulling the trigger. Before moving ahead, they decided to watch a few session recordings to see how visitors were actually using the site.

What stood out wasn’t bad design..it was hesitation. People kept scrolling, searching for reviews, looking for proof that the product was worth buying, and trying to reassure themselves that the store was legitimate. Instead of investing in a redesign, they simply moved customer reviews much higher on the product page.

The change took about 15 minutes and cost nothing. Over the following month, revenue increased by 19%. It was a reminder that growth doesn’t always come from adding more features or spending more money. Sometimes the biggest wins come from understanding what customers are already telling you through their behavior.

In this case, they weren’t asking for a prettier website..they were asking, “Can I trust you?” Once that question was answered faster, conversions followed.

Not between brands using AI and brands not using AI.

Between brands using AI for content and brands using AI for decisions.

Content is easy, decision making is where value gets created.

The brands winning over the next few years will use AI to identify patterns faster than competitors.

A founder reached out after burning through roughly $48k in Meta spend and traffic wasn’t the issue. They had visitors but the problem was that nobody was buying.

Everyone assumed it was:

• The creative
• The targeting
• The algorithm

So they kept tweaking ads for weeks...then we looked at the homepage.

Within five seconds we spotted issues:

• No clear value proposition
• Generic hero image
• No social proof above the fold
• Confusing navigation

Visitors had no idea why they should care.

We changed several things like headline, social proof placement etc and conversion rate went from 0.9% to 2.1%.

The founder had spent months optimizing traffic.

Lesson:

When performance drops, don’t automatically blame Meta.

Sometimes your store is the problem.

And that’s actually good news because stores are easier to fix than algorithms

I keep seeing founders spend weeks choosing between themes.

Dawn, Impulse, Prestige, Focal, Impact.

Meanwhile their product page converts at 0.8%. customers care about things likw Product trust,Social proof,Delivery expectations and Clear benefits

That’s it.I’ve seen ugly stores doing 7 figures and I’ve seen beautiful stores struggling to break even.

The theme industry convinced founders that design is the bottleneck.

The real bottlenecks are:

• Weak offers
• Poor positioning
• Generic product pages
• Lack of customer trust

A better product page on Dawn usually beats a mediocre product page on a $400 theme.

wanted to ask what is the one change that increased your conversion rate more than a redesign?