Sales · n8n

Turn Junk Pile Photos Into Instant Truckload Estimates

Junk removal pricing is truckload fractions — perfect for photo estimation. Customers send pile photos, AI estimates the load fraction, and a firm quote goes back instantly.

difficulty Intermediatesetup 30 minresult Every inquiry gets an instant, consistent estimate, converting shoppers before they call the next hauler.
  1. 1

    Collect the Photos

    Add a Twilio webhook receiving the customer's junk pile photos.

  2. 2

    Estimate the Load

    Add an OpenAI vision node estimating the truckload fraction and flagging heavy items.

  3. 3

    Quote Instantly

    Add a Code node mapping the fraction to your price sheet.

  4. 4

    Send and Book

    Add a Twilio node with the quote and next available pickup slots.

  5. 5

    Activate and Test

    Activate the workflow with a test pile photo. Confirm the estimate maps to the right price.

Frequently asked questions

What about mattresses and freon items?

Have the AI flag surcharge items — mattresses, fridges, tires — and add them to the quote automatically.

Why does speed matter here?

Junk removal is bought on impulse — the first firm quote usually wins the job.

About this recipe. Recipes on FlowRecipesHub are written for business owners, not developers, and are tested before publishing — how recipes get made. Some ingredient links are affiliate links that cost you nothing — full disclosure.