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Paste your collision estimate into ChatGPT to get a plain-language damage summary that explains the price to the customer
Shey Knight, co-owner and CFO of Autosport Bodyworks, a collision repair shop in Opelika, Alabama, in his FenderBender column
The shop copies its itemized estimate (from CCC, Mitchell, Audatex or similar), pastes it into ChatGPT and asks it to explain the repair so a customer can understand why it costs this much. The answer covers the procedures, the safety reasons and why each step matters, and the shop can keep asking follow-up questions to make it more specific. The customer gets the detailed estimate together with the damage summary.
ChatGPT Free $0; Go $8/mo; Plus $20/mo; Pro $100/mo · Estimating software is the shop's own and isn't priced here.
Easy · or we set it up for $197
ChatGPT, CCC, Mitchell or Audatex estimating (whichever the shop uses)
The problem
A bumper repair that a few years ago cost $1,500 to $2,000 can now hit $8,000 to $10,000 or more because of sensors, calibrations and OEM procedures, and customers think "it's just a bumper."
What happened
"We are new to using it in this fashion, but we have found that when we share our detailed estimate along with a damage summary and explanation…it goes a long way in helping our customers understand the process to justify the cost involved," he writes. No figures on approvals or time. Owner-told.
Quoted in the source: Shey Knight, co-owner, Autosport Bodyworks. Source: FenderBender, Shey Knight: Why a bumper repair is now $10,000 (2025-12-18) · Added 2026-10-30.
How to set it up yourself
- What Autosport Bodyworks uses: ChatGPT, fed the shop's itemized estimate from its estimating system.
- Copy the itemized estimate. Remove the customer's name, phone number, VIN and claim number first.
- Paste it into ChatGPT with the prompt below, and add anything it can't see, such as which ADAS systems the car has.
- Read the summary against the estimate and the OEM procedures. Ask follow-up questions until every line is right, and delete anything it got wrong.
- Hand the customer the estimate and the summary together, and have the estimator walk them through it.
Copy-paste prompt
Here is an itemized collision repair estimate for a {YEAR MAKE MODEL} (customer details removed): {PASTE ESTIMATE}. Explain it so a customer with no car knowledge understands why it costs this much: what was damaged, which manufacturer procedures, scans and calibrations are required and why they matter for safety, and why the parts and paint cost what they do. Use short paragraphs, no jargon, and don't add any repair that isn't on the estimate.We set up one AI automation in your tools, live within 48 hours of getting access, for $197. No call needed. Founding price for our first 10 customers (regular $297).
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Tools used
ChatGPT
General AI assistant for writing, research, brainstorming and analysis.
From Free $0; Go $8/mo; Plus $20/mo; Pro $100/mo (checked 2026-11-03)
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Checked prices: ChatGPT: from Free $0; Go $8/mo; Plus $20/mo; Pro $100/mo (verified 2026-11-03)
Rather not do it yourself?
The $197 Quick-Win: we set up one AI automation that saves you hours each week, in accounts you own, live within 48 hours of getting access. No call needed. Refund if it isn't live in 48 hours or isn't doing its job in the first 14 days. Founding price for our first 10 customers (regular $297). Terms.
See the $197 Quick-WinNeed more than one automation or ongoing care? Bigger setups: $149/mo with setup included (6-month minimum), or $497 pay-once. Satisfaction guarantee: we'll fix it until it works. Pay-once setups: or we refund your setup fee. $149/mo plan: cancel in the first 30 days and we refund your first month. We reply within 1 business day.
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