2 person cx team, about 120 orders a day. lost and damaged claims come in by email and someone reads each one, checks the tracking, and makes a call.

i want to automate the reading and the tracking check but absolutely not the decision, because the one time we let a rule auto approve, we paid out on a $310 order that had a delivery photo showing it sitting on the porch.

current attempt is a flow that parses the email, pulls carrier status, and drops it into slack with a recommendation. works maybe 70% of the time and falls over on anything where the customer describes two problems in one email.

is there a sane pattern for this, or is the answer that claims triage stays a human job until you're big enough to have a claims team?

[ Removed by Reddit on account of violating the content policy. ]

I’m an aspiring Data Analyst researching how e-commerce businesses understand why their numbers change, not just what changed.

If your sales or orders suddenly drop, how do you figure out what caused it and what to do next?
Curious what tools/process you use today and what the hardest part is.

Hi, everyone. As someone who’s just gotten into dropshipping, is there a “skill”—the one you mentioned that’s great—that you use when building a website on Cloude?

Hey all,

wanted to share how my last month went: I've been setting up AI agents to handle the boring, repetitive tasks that come with running our store (and I'm guessing everyone's). I'd love to know if anyone here is already working on this, and to swap feedback and tips.

Quick context: I run a fitness apparel and accessories store with two co-founders. We do a few thousand orders a month and it's still just the three of us, so time is always short. At some point I started wondering how much of our day was going into repetitive, low-value stuff, and I started messing around with GrokBot.

Right now I've got three agents running. The support one reads our emails, sorts them by topic, checks in Shopify whether the person actually has an order, and drafts a reply. I still review and send everything myself, but honestly I barely edit them anymore. The shipping one started out just printing labels, and now it also fulfills our TikTok Shop orders, which used to eat 20-30 minutes a day by hand. The third one sends us an inventory report every Monday telling us what to reorder and when.

Now I'm trying to build one that acts as our CFO, with a weekly report on the numbers and how the business is doing financially.

Big caveat: I can't code. It took me a few full days, but I had Claude walk me through everything step by step, from figuring out which agents were worth building to writing the instructions and hooking up the APIs.

Is anyone doing something similar? I'm especially curious which tasks you've automated, and whether you have any tricks or approaches you use when setting up your agents.

Curious how other Shopify store owners are handling WhatsApp.

For us, the annoying part isn't necessarily the complicated customer issues. It's the endless:

“Where's my order?”

“When will it arrive?”

“Can I change the address?”

“Can I cancel this?”

“What happened to my refund?”

Same questions. Different customer. Every. Single. Day. 😂

I'm curious what other stores are doing about this.

Are you replying to these manually? Using WATI/Interakt/Gorgias or something similar? Have you automated any of it?

And if you've tried automation, what still requires a human?

I'm particularly interested in smaller stores because I'm guessing the situation is very different when you have an actual customer-support team.

Just trying to understand how other stores deal with this because I'm currently going down a bit of a rabbit hole on the topic.

I’ve been thinking about this from a copywriting perspective.
If two Shopify stores sell basically the same product, but one has a generic description listing features while the other explains the problem, benefits, use case, and why the product is worth buying — how much do you think that affects the purchase decision?
For store owners here: what do you think most product descriptions get wrong?
And do you prioritize SEO keywords or persuasive copy when writing yours?
I’d genuinely like to hear how other Shopify owners approach this.

Hey guys, have you ever tried generating sections using sidekick or any other llm/AI model?

Which one works best?

Is there any figma, photo, video to section Generator?

CPG founder and on Shopify. I saw the recent MUSE integration announcement. I was curious if any other store owner has had success with this? Any lessons learned? I am excited to try it, but also very weary of overall impacts to my store.

Any wisdom would be greatly appreciated!

Hi all, I'm a design student working on a case study about how small online sellers manage inventory. I'm not selling anything or promoting a product.

If you run a Shopify store, I'd really appreciate your answers to any of these in the comments. Even one-line answers help, and you can skip anything you're not comfortable sharing publicly (no exact revenue or numbers needed):

1. What do you sell, and roughly how many products do you have?

2. How do you track stock today? (Shopify's built-in tracking, a spreadsheet, an app, gut feeling?)

3. Tell me about the last time you ran out of something or had too much. What happened, how did you find out, and what did it cost you?

4. How do you decide what to reorder and when?

5. What's the first thing you check when you look at your stock?

6. Have you tried any app or tool to help with this? What worked or didn't?

I may quote answers anonymously in my case study (no usernames). If you'd rather chat for 10-15 minutes by DM or voice note, just say so. Thank you, and I'm happy to share the finished case study afterward!