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AI agentsMedium2 weekends$100 to $500Web app

Voicemail Sorter

Turns voicemails for plumbers and electricians into job tickets and text summaries.

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The idea

Tradespeople on a job cannot listen to voicemails all day. Voicemail Sorter answers missed calls on a Twilio number, transcribes the message, pulls out name, address, problem and urgency, and texts the owner a one line summary with an urgent flag.

Who it is for
Solo plumbers, electricians and handymen
How it makes money
Monthly subscription plus call usage
Suggested stack
Next.js, MySQL, Twilio for text messages
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 Voicemail Sorter. Start with login, a Twilio phone number set up to forward missed calls to voicemail, and a Tickets list with caller number, time, status and a play button.

PROMPT 2 OF 3

When a voicemail is recorded, transcribe it and have an AI model extract caller name, callback number, address, problem description and urgency (emergency, this week, whenever). Save a ticket and text the owner a one line summary, marking emergencies clearly.

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PROMPT 3 OF 3

Add an auto reply text to the caller confirming the message was received, a call back button that logs the outcome, a weekly summary of calls, and Stripe billing.

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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 Voicemail SorterEvery step spelled out for this idea, with the exact prompts to paste into your AI.
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