AI for auto repair shops: 13 real examples and where to start

Updated October 17, 2026 · 13 sourced examples · no paid placement

Short answer: Independent repair, collision and auto glass shops mostly use AI for four jobs: answering or texting back the calls nobody can pick up, turning tech notes into plain English for customers and adjusters, replying to Google reviews, and training service advisors. One of them, Pronto Body Shop, does it with the free version of ChatGPT. The results are what each shop reported to the publication, not promises.

Below are 13 documented examples from repair, collision and glass shops: who did it, what the AI does, what they reported and where the story came from. After that: what went wrong, what it costs and how to try it this week.

Phone answering is one automation among many. See real AI automations by task: quote follow-up, review requests, lead intake, reminders, invoices and office work.

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What these 13 businesses actually did

Missed calls, answered by text: Wisefly Auto Glass (Chipley, FL) (press, via AGRR Magazine: New Kid on the Block (Abby Bowman)). NewBizAI, a program built for auto glass shops, texts missed callers back right away, answers questions and collects the vehicle information so the shop can start a quote before calling back. Reported: "People don't feel like they're being completely ignored, even if it's after hours," Melissa Martin says. "It texts customers back immediately and makes people feel cared for." She also says some rural customers "don't want anything to do with AI" and only want a person; "once we call and apologize for the AI, they're fine." No lead or revenue figures are given. Full case
Calls that ring mid-install: Supreme Auto Glass (Jurupa Valley, CA) (press, via AGRR Magazine: New Kid on the Block (Abby Bowman)). NewBizAI follows up on missed calls by text so callers get a response while the team finishes the job, and the lead is waiting for a callback. Reported: "We know NewBizAI will follow up with them, and we don't have to worry about forgetting to call them back," Jaimes says. "We never miss calls anymore. And we make more money." The shop beta tested the program and helped its founder work through bugs. No revenue figure is given. Full case
AI voice versus text: Leondis Automotive (three workshops in Sydney) (press, via The Greek Herald). An AI voice receptionist called 'Zoe' follows up missed calls and unfinished online bookings. Many people hung up on the AI voice, so he added SMS follow-up. Reported: text worked better than voice. He says it is 'converting leads we would have missed' even at small volumes. Full case
After-hours calls and advisor practice: Tire City Auto Repair (three locations) (press, via MOTOR). He started using Auto Shop Agents for call intake: catching calls that slip when everyone is busy, letting customers schedule after hours, and following up on missed opportunities. The same platform analyzes how each service advisor communicates and lets advisors practice scenarios on their own time. Reported: He stayed engaged because of the training side, describing it as a built-in checklist advisors can practice with. He cautions that subscriptions stack up and shops should aim AI at their weakest workflow. No revenue figures given. Full case
Complete repair orders at booking: Brown's Automotive (Chapel Hill, NC) (press, via Ratchet+Wrench). An AI intake tool prompts receptionists with the right questions while booking. Behind the scenes, the team also uses AI for meetings and employee reviews. Reported: Repair orders arrive with the who, what, when and how answered, so technicians can start without calling the customer. No figures given. Full case
Maintenance customers say yes to: Euro Car Doctor (Irvine and Costa Mesa, CA) (press, via Ratchet+Wrench). Before each appointment, service writers collect the plate or VIN. An AI tool compares the car's service history (manufacturer data and CARFAX) with the factory maintenance schedule and preloads items as red (urgent or past due), gray (due by the next oil change) or green (not needed now). It also suggests questions and rebuttals for the writer, summarizes the customer's description for the technician, and flags recorded calls where a customer gets upset. Reported: Many more customers say yes because they can see what the manufacturer recommends, and new service writers ramp up faster. No figures given. Perez says the process only works if writers follow every step and focus on the priority items, or customers feel oversold. Full case
Plain-English texts with free ChatGPT: Pronto Body Shop (El Paso, TX) (owner-told, via FenderBender: Menefee, How to Implement AI in Your Shop for Maximum Benefit at Minimal Cost (Tiffany Menefee)). Office staff use the free version of ChatGPT. They paste customer text updates in and ask for a simpler, clearer, more concise version. Instead of sending frustrated emails to adjusters, they ask ChatGPT to rewrite the message in a more polite and persuasive tone; her column shows an alignment-check request rewritten to explain the safety reasons and mention the attached estimates and images. Reported: She says rewriting customer texts had a huge impact on employees' stress levels and saves estimators and admin staff time, and that the adjuster emails come out more informative and professional. No dollar or approval-rate figures are given. Full case
Clearer insurer and customer conversations: Solesbee Collision (Idaho) (press, via Autobody News: Making Insurance Carriers Pay — Greg Solesbee / Solesbee Collision). The shop records phone calls and transcribes them, summarizes chats, then pastes chat scripts into ChatGPT and asks how to do better—for customer conversations and insurer discussions. Customers are copied on every email. Documentation (including DEG and shareable PDFs) runs in parallel so the file matches what the customer already heard. Reported: Self-reported process: ChatGPT is used to polish language so customers 'understand—without being overwhelmed.' No shop-wide close-rate or reimbursement lift figure is tied only to the ChatGPT step. Full case
An overdue insurance payment: Optic-Kleer franchise (St. Augustine, FL) (press, via AGRR Magazine: New Kid on the Block (Abby Bowman)). ChatGPT drafts a final-notice letter from the job details he gives it: the replacement date, the insured's name, the vehicle, the unpaid administrator, and his plan to contact the insurer and the insured if there is no reply within a week. Reported: "ChatGPT gave me a perfectly worded draft to send," Styles says. "I barely had to edit it." He says it used the exact tone he wanted and saved him a "ton of time and stress." The article does not say whether the payment was received. Full case
A backlog of Google reviews: Brown's Automotive (Chapel Hill, NC) (press, via Ratchet+Wrench: Making AI Work for You). Her team uses AI behind the scenes to help answer Google reviews with keyword-rich language, draft and update SOPs, prepare talking points for weekly meetings, and organize feedback and stats for employee reviews. She makes the decisions; the AI cleans up the wording. Her suggested starting point for other shops: paste the unanswered reviews into AI and ask it to 'respond with empathy' or 'respond professionally,' then use your reviews and strengths to generate social media posts. Reported: 'It helps me get all of that stuff done much faster.' Her estimates for the starter ideas: a 50-review backlog is 'done in minutes,' and 'you can have 30 days of marketing content in 15 seconds.' No figures on ratings or bookings. The article doesn't name the AI tool. Full case
Review replies and team emails: Auto Glass Experts (two North Carolina locations) (press, via AGRR Magazine: New Kid on the Block (Abby Bowman)). ChatGPT helps the owner write detailed team emails so his meaning is clear and respond to customer reviews. Staff use AI to help write vehicle pre-inspection manuals and customer service rep training. Reported: Madanat says responding to reviews with AI helps the shop keep customer relationships and promote its work without taking extra time out of the day. "I love the time we have gained in using AI for small tasks," he says. "Less time at the computer and more time with people is always a win for me." No hours-saved figure is given. Full case
A "digital brain" for the front office: ATC Auto Center (Augusta and Grovetown, GA) (press, via MOTOR). He starts mornings with a Claude "morning brief" of emails, meetings and deadlines. The team records calls and runs them through AI for advisor coaching, uses AI to clean vague customer problem descriptions on repair orders, and built custom AI tools that translate technician explanations into plain English for advisors. They document shop workflows into a "digital brain" so outputs match how ATC actually operates. They are not yet using AI to answer phones live. Reported: Clearer handoffs from customer to advisor to technician and faster, more targeted coaching. No revenue figures given. He warns shops not to give everyone AI access without a framework. Full case
Advisor training by role-play: Carfix (three locations near Raleigh, NC) (press, via Ratchet+Wrench). Generative AI, fed the shop's preferred scripts and switched into voice mode, role-plays customer conversations so advisors can practice both sides. Reported: Used for advisor training. He says AI assistants should identify themselves and offer a human. No figures given. Full case

These are each company's own results with their own tools and teams, as reported by the source. Vendor case studies are written by the company selling the tool. None of them are promises.

Where auto shops actually use AI

The phone. Wisefly Auto Glass and Supreme Auto Glass text every missed caller back right away and collect the vehicle details, so the lead is waiting when someone is free. Tire City Auto Repair uses an AI tool to catch calls that slip when everyone is busy and to let customers schedule after hours.

Explaining the work. Pronto Body Shop's office staff paste customer text updates into the free version of ChatGPT and ask for a simpler version, and ask it to rewrite frustrated adjuster emails in a more polite and persuasive tone. ATC Auto Center built AI tools that translate technician explanations into plain English for advisors. Euro Car Doctor's AI tool sorts each car's maintenance into red, gray and green before the appointment.

Reviews. Brown's Automotive and Auto Glass Experts use AI to draft Google review replies. At Brown's, owner Tonnika Haynes makes the decisions and the AI cleans up the wording.

Training and the office. Carfix feeds its preferred scripts to generative AI in voice mode so new advisors can practice both sides of a call. ATC Auto Center starts mornings with a Claude brief of emails, meetings and deadlines.

What went wrong, or was hard

Callers who don't want a bot. Peter Leondis found many people hung up on his AI voice receptionist, so he added text follow-up, and text worked better. Melissa Martin of Wisefly says some rural customers "don't want anything to do with AI"; once the shop calls and apologizes for the AI, they're fine. Mike Allen of Carfix says AI assistants should identify themselves and offer a human.

Process, not just the tool. Tony Perez says the red-gray-green list only works if service writers follow every step and focus on the priority items, or customers feel oversold. Brian Weeks of ATC warns shops not to give everyone AI access without a framework.

Subscriptions stack up. Nick Collier of Tire City cautions that AI subscriptions add up, and says shops should aim AI at their weakest workflow first.

You don't have to build your own

At the other end of the scale, Better Collision Centers (about a dozen South Carolina locations) spent about $250,000 in a year building its own AI call center, per Autobody News CEO Jonathon Best says a third-party AI call center would have cost roughly $10,000 to set up plus about half that every month. The independent shops above use general chatbots such as ChatGPT and Claude, or call and text-back tools built for the trade.

Tools named in these examples

Tool	Starting price (base plan)	Checked
ChatGPT	Free $0; Go $8/mo; Plus $20/mo; Pro $100/mo	2026-10-17
Claude	$17/mo billed annually ($20 monthly)	2026-10-15

Starting prices from each vendor's pricing page on the date shown. AI phone and texting features can be priced separately from the base plan, so check before you buy. Wisefly and Supreme use NewBizAI and Tire City uses Auto Shop Agents, both built for the auto trade; we haven't price-checked either.