Zendesk Support
Stripe
Shopify

Build an E-commerce Returns & Refund Agent withZendesk Support, Stripe, and Shopify

Right now the order review means stitching Shopify + Zendesk Support + Stripe by hand. Return policies depend on exact purchase date and item status, so the work lands late and half-blind.

Try in Claude

Process return requests from support tickets needs 3 systems to agree.
Today they don't, so the order review guesses.

Today they don't, so the order review guesses.

Zendesk SupportStripe

Zendesk Support is a step behind.

Fields in Zendesk Support move whenever someone logs them; to process return requests from support tickets you need shopify/woocommerce (orders, return eligibility) fresher than that.

StripeShopify

Stripe tells a different story.

What Stripe knows about verify order eligibility rarely flows back to Zendesk Support. Two tools, one unreconciled gap.

ShopifyZendesk Support

Shopify catches it quietly.

Check return window surfaces in Shopify ahead of time, but that tab is closed during e-commerce returns & refund.

Under The Hood

Process return requests from support tickets from Zendesk Support, Stripe, and Shopify in one prompt, nothing to stitch. Already connected.

01

Query process return requests from support tickets from Zendesk Support (support desk)

Shopify/WooCommerce (orders, return eligibility)

Zendesk Support
02

Check verify order eligibility from Stripe (billing system)

Zendesk Support (return requests)

Stripe
03

Fetch check return window from Shopify (storefront)

Stripe (refund processing)

Shopify
output

Agent-ready output

The digest for the order review: Process return requests from support tickets, verify order eligibility, check return window, initiate refund via Stripe, update inventory, notify warehouse via Slack, riskiest items surfaced and owned.

The Context Store

Shopify/WooCommerce (orders, return eligibility) from Shopify + Zendesk Support + Stripe, pre-joined before the agent runs.

Before the prompt runs, the Context Store has matched Shopify/WooCommerce (orders, return eligibility), Zendesk Support (return requests), Stripe (refund processing), Slack (warehouse notifications) from Shopify + Zendesk Support + Stripe and 2 more onto one order record. E-commerce returns & refund just reads it, no ID-stitching.

Your agent queries one surface instead of three APIs. Faster responses, lower cost per query, and results that work because the relationships were built before you asked the question.

SHARED KEY5 SOURCESONE VIEWLIVE READS

The Prompt

Copy. Paste.
an E-commerce Returns & Refund Agent

Two steps. Your data, your results, under 60 seconds.

01installOne-time setup. ~2 min.
Connect the Airbyte Agent MCP
02copy and run
Prompt
Build me a e-commerce returns & refund: read Zendesk Support, Stripe, and Shopify and hand back one digest.

SETUP
You have the Airbyte Agent MCP, wiring up 5+ tools you can query in plain language.

WORKFLOW
connect Zendesk Support, Stripe, and Shopify -> read Shopify/WooCommerce (orders, return eligibility), Zendesk Support (return requests), Stripe (refund processing), Slack (warehouse notifications) -> merge into one order view -> rank and explain. Each unconnected source is one quick authorize step away.

TASK
Process return requests from support tickets, verify order eligibility, check return window, initiate refund via Stripe, update inventory, notify warehouse via Slack and surface the digest: highest-risk orders first, each with a recommended next step.

The Outcome

Process return requests from support tickets on demand: 2 hours of effort, ~60 seconds of agent.

10x

Faster

10x faster. E-commerce returns & refund does in seconds what ate 2 hours of process return requests from support tickets.

90%

Cheaper to run

90% off the build cost: 5 sources already licensed, nothing extra to process return requests from support tickets.

3 -> 1

Tools, one query

3 -> 1: e-commerce returns & refund answers Zendesk Support, Stripe, and Shopify in a single query.

Based on internal benchmarks comparing Context Store queries to sequential API calls across equivalent datasets.

01 · Output

Priority scoring

E-commerce Returns & Refund ranks each order by risk, not by name. The top of the list is where to start.

02 · Signal

Mismatch alerts

Zendesk Support vs Stripe mismatches on process return requests from support tickets get called out so you decide, not the math.

03 · Context

The why, attached

Verify order eligibility from Stripe and Shopify sits beside each item, letting you process return requests from support tickets without switching tabs.

04 · Action

Tells you what to do

E-commerce Returns & Refund closes each order with a recommendation. The play and the person to run it. Ready to run.

05 · Brief

Paste-ready output

A digest you can drop into the order review: ranked, sourced from Zendesk Support, Stripe, and Shopify, scoped to Shopify/WooCommerce (orders, return eligibility).

Common questions

Didn't find your answer? Please don't hesitate to reach out.

Contact us

How do I trust the order review?

E-commerce Returns & Refund cites a source per line. Shopify/WooCommerce (orders, return eligibility) from Zendesk Support, the rest from Stripe and Shopify. So any figure traces back.

Can E-commerce Returns & Refund run on a schedule?

Yes, schedule it and the digest arrives before the order review starts, so process return requests from support tickets happens hands-free.

Why not call the Zendesk Support, Stripe, and Shopify APIs directly to process return requests from support tickets?

Auth, paging, rate limits and schema-stitching per tool. Airbyte's MCP hands e-commerce returns & refund one surface over Shopify/WooCommerce (orders, return eligibility), Zendesk Support (return requests), Stripe (refund processing), Slack (warehouse notifications).

What does E-commerce Returns & Refund cost to run?

It rides the 5 connectors you already license. No seats, no glue code, no infra to process return requests from support tickets.

Stop tab-switching to process return requests from support tickets. Let the agent read Shopify + Zendesk Support + Stripe.

50+ connectors including Zendesk Support, Stripe, and Shopify are ready. Give e-commerce returns & refund the access to process return requests from support tickets.