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.
- 1
Collect the Photos
Add a
Twiliowebhook receiving the customer's junk pile photos. - 2
Estimate the Load
Add an
OpenAIvision node estimating the truckload fraction and flagging heavy items. - 3
Quote Instantly
Add a
Codenode mapping the fraction to your price sheet. - 4
Send and Book
Add a
Twilionode with the quote and next available pickup slots. - 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.
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