AI agentsMedium2 to 3 weekends$100 to $500Web app

Return Desk

An agent that reads return requests for small online shops and drafts replies.

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The idea

Small Shopify store owners spend hours on return and exchange emails. Return Desk reads each request, pulls the order, checks it against the shop own return policy, and drafts a reply plus the next step for the owner to approve. The owner stays in control of every send.

Who it is for
Shopify store owners doing their own support
How it makes money
Monthly subscription by order volume
Suggested stack
Next.js, MySQL, Tailwind, hosted on a small VPS
Launch cost
$100 to $500

Your first AI prompts

Paste these into Claude, Cursor or Lovable, in order. Check that each one works before moving on.

PROMPT 1 OF 3

Build a web app called Return Desk. Start with login, a Settings page to paste the return policy text and connect a Shopify store with an API token, and an Inbox page that lists incoming requests from a connected support email address.

PROMPT 2 OF 3

For each email, have an AI model extract order number, items, reason and request type (return, exchange, damaged). Fetch the order from Shopify, check order date against the policy window, and draft a reply with a suggested action (approve, ask for photo, decline). Show the draft with the order details side by side.

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PROMPT 3 OF 3

Let the owner edit and approve with one click to send the reply, log every case with status, and add a weekly report of return reasons by product. Add Stripe billing tiers.

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The 10 step playbook

  1. 01Claim your ideaPut your name on it and unlock every prompt and the full playbook. Always free.
  2. 02Domain and nameBrainstorm a short name, check the .com, and register it.
  3. 03Trademark basicsSearch for conflicts before you fall in love with the name.
  4. 04AI build kickoffPaste the prompts below into Claude, Cursor or Lovable, one at a time.
  5. 05Server and hostingPick a host and have your AI walk you through setup.
  6. 06Backend and dataLogins, database and payments, one prompt at a time.
  7. 07Frontend and designScreens, colors and a simple logo that look professional.
  8. 08Go livePut it online, then submit to the App Store and Google Play if it is a mobile app.
  9. 09Marketing planLaunch posts, local outreach and your first 100 users.
  10. 10Launch and growShip it and add your live link to earn the Shipped badge.
Your full playbook for Return DeskEvery step spelled out for this idea, with the exact prompts to paste into your AI.
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