Resolve payment failures

Resolve payment failures in Shopify — with the four heights of help laid out: do it now, make it easier for the next person to accept, work out the right move when you are stuck, and learn the pattern so it stops coming back.

4prompt heights
Open it in the interactive atlas →

The four heights

The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.

Execute — do the immediate task

+
Customers are calling about declined orders and revenue is falling. Find the list of orders with…
Customers are calling about declined orders and revenue is falling. Find the list of orders with payment failures in the last 48 hours, confirm which declined due to card authorization versus bank refusal, and contact the active customers with a one-paragraph message that explains the problem, offers a retry link, and asks if they want us to try the card again today. Deadline: by 5pm Friday. Check we do not send duplicate messages to anyone already refunded.

Improve — make it easier to accept

+
Before I message customers about failed payments, make the follow-up simple to accept: surface the…
Before I message customers about failed payments, make the follow-up simple to accept: surface the exact decline reason at the top, show the order total and items, present a single obvious retry button that preserves shipping and discounts, and flag any orders older than 7 days or with previous declines so we don’t rekindle disputes.

Decide — diagnose the stuck moment

+
I just saw a spike of payment failures on 23 July for downtown orders; customers are calling and we…

A batch of orders just failed and customers are upset.

I just saw a spike of payment failures on 23 July for downtown orders; customers are calling and we don’t know if charges were taken or just authorized. I’m worried we’ll annoy them with retries or miss revenue if we refund too fast. Which failure reasons are most likely to be recoverable quickly, what order should I contact customers in, and what single sentence should I lead with in the message?

Become — change the pattern

+
Every month we chase the same 10–20 declined payments and waste an hour per order calling or…

We keep losing sales to payment declines every month.

Every month we chase the same 10–20 declined payments and waste an hour per order calling or emailing. Where is the time bleeding — monitoring, customer outreach, or payment routing — and what one habit change stops most of the revenue loss (for example: automated retry schedule plus decline-reason tagging)? Recommend the single workflow change to implement this quarter and how to measure its effect.

Next to this one

Other ecommerce work people do in Shopify.

Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.

The rest of the map

Same library, five ways in.