# Reddit Marketing for Automotive Brands Starts in the Service Bay > Google AI Mode cites Reddit under car owners' repair questions as well as under buyers' questions about which car to choose, and ChatGPT barely cites it. The repair threads name shops and quote prices and warranty terms, so the work belongs to your service department. By Vlad Shvets, Partner @ Qvery · Published 2026-09-22 · Updated 2026-11-09 · 7 min read Canonical: https://qvery.ai/blog/reddit-marketing-for-automotive-brands/ Franchised dealers in the US wrote **about 17 repair orders** for every car they sold in 2025, by the National Automobile Dealers Association's count: most of what a dealership writes up is written at the service desk. > 📖 **Two kinds of car question** **Which-car:** a buyer choosing a car, a model or a brand. **Who-fixes-it:** an owner choosing a shop, a service plan, a warranty or an inspection for the car they have. Checking the prices and warranty terms that Reddit conversations and listings quote for your service against your current menu takes two service advisors about a quarter of their week, on our assumption: about $33,300 a year at the Bureau of Labor Statistics’ mean pay for customer service representatives, the closest occupation to service advisors, with benefits. > At Qvery, we help dealerships and repair chains spend less time chasing the prices and warranty terms other pages quote for their service and keep wrong ones out of owners' answers, with custom AI agents that turn your repair orders into the questions owners ask, check what the answers say against your service menu and hand your service manager one sheet to act on. ## Owners Asking Who Fixes It Get Reddit on Google In October, **13.75%** of Google AI Mode's 80 answers to owners' repair questions cited Reddit, the public forum where people trade advice in conversations called threads, and 1.25% of ChatGPT's did. Under the repair questions it was a scatter of model and city communities where owners ask which shop to trust, and other owners answer with names. - **More than half** of the cited repair threads about cars named a business an owner could hire. - **4 in 5** of the cited repair threads were written before 2025. Source: Qvery research: the repair threads Google AI Mode and ChatGPT cited, September and October 2026, small bases of under twenty threads each A shop recommendation from 2016 is a referral from a stranger who may have moved, about a mechanic who may have retired, and Google AI Mode served it to an owner this October. What travels in these threads is the service: a price, a warranty length, a technician who checked the cheap fix first. **What Reddit says** > Any shop is only as good as its employees. Chains have a high turnover rate from unhappy mechanics usually due to corporate demands. I don't want that guy working on my vehicle. Find a local you can trust and go there for everything. > ([r/MechanicAdvice · Dec 2022](https://www.reddit.com/r/MechanicAdvice/comments/z9q3d6/which_of_the_big_auto_repair_shops_would_you/iyi7lj5/)) > Reputable shops will have a labor warranty they'll honor. > ([r/LosAngeles · Aug 2016](https://www.reddit.com/r/LosAngeles/comments/4x5t7w/auto_mechanic_shops_that_allow_u_to_bring_own/d6ctbpt/)) > You get a “good” OEM battery from the Toyota dealer. It’s brand new and already tested. > ([r/prius · Dec 2024](https://www.reddit.com/r/prius/comments/1h541j4/new_favorite_hybrid_battery_replacement_company/m04kp63/)) None of the car threads Google AI Mode cited in September came back in October on the same questions, so the same questions asked every day show which kinds of question, and which listings, keep coming back. GEO Agent: https://qvery.ai/geo-agent/ ## Who Reads What Owners Are Told About Your Service The read belongs to whoever runs service, parts and the body shop: in a dealer group that's the fixed operations director, the person who runs the service and parts side; in an independent chain, the service manager. It doesn't belong to marketing, because the fixes are in the service. The agents we build for your service desk read a year of repair orders and group them by job (hybrid battery, transmission, pre-purchase inspection, extended warranty), draft the questions owners ask about each in their words, compare what the answers say about prices and warranty terms with your published menu, and hand the service manager one sheet of every mismatch. > ✋ **What the agents never do** > - Write a reply: a named technician answers on their own account where a community allows it, saying where they work. > - Take a complaint to Reddit: when the read keeps finding the same complaint about your shop, it goes to the shop foreman. The calculator prices that checking for a dealership group or repair chain of about 250 people: two service advisors checking the prices and warranty terms other pages quote against the menu and drafting the corrections, about 25% of the week each. At about $66,600 a year each, that is about $33,300 a year. With the agents taking about 70% of it, at about $250 a month to run (model use, hosting and upkeep), it costs about $12,990, saving about **$20,310** a year and 728 hours; $10,000 of build pays back in about 5.9 months. The share of the week, the share the agents take and the running cost are our assumptions, to replace with your own. (An interactive calculator on the page: roi-service-terms-check.) What the agents may read and do is set in a written agreement, your data is processed where that agreement says, and every action the agents take is logged. ## Bring a Year of Repair Orders and Your Service Menu Bring a year of repair orders with customer fields removed and your service menu. First the agents read last month's repair orders beside the answers; they run within two weeks once access is in place, and your service manager signs off each sheet. Have Qvery Build Your Service-Desk Answer-Checking Agents: https://calendly.com/qvery-vlad/30min ## Frequently asked questions ### Should a car dealership post on Reddit to show up in AI answers? Not as a sales program. In our September and October research, the threads under which-car answers compared models, and a community run by car salespeople calls a link to your dealership's site spam. The Reddit work worth doing is on the service side: keeping the prices and warranty terms those threads quote for your service right. ### Does ChatGPT cite Reddit for car questions? Almost never this fall: in none of our which-car answers in September or October, and in 1.25% of its October repair answers. ### How often does Google AI Mode cite Reddit for car questions? More than ChatGPT, on both kinds of question: in October 13.75% of its repair answers cited a Reddit thread, so the repair side is far from Reddit-free. ### Which subreddits do AI answers cite for car questions? Subreddits are Reddit's communities. For which-car questions, mostly one community where buyers compare models; for repair, warranty and inspection questions the citations spread across many model and city communities, r/MechanicAdvice and r/prius among them, none of them dominant. ### Why does Reddit matter more to a service department than to sales? Because the repair threads name businesses. More than half of the cited repair threads about cars named a shop, a battery replacer, a warranty company or a parts seller; one in eight which-car threads named a dealership. What owners pass on is the service: prices, warranties, how a technician handled the job. ### Who at a dealership should own the Reddit work? Whoever runs service, parts and the body shop: the fixed operations director in a dealer group, the service manager in an independent chain. Marketing can't change the service those threads describe. ### Can our salespeople answer which-car threads? Reddit's sitewide rules allow it, as authentic participation where they have a personal interest, so a salesperson answers as one more person with an opinion about cars. It sells nothing, and r/askcarsales calls a link to your dealership's site spam. ### Can one of our technicians reply in repair threads? Where the community allows it. r/MechanicAdvice exists for questions and answers and bans self-promotion, so the reply that fits is one named technician on their own account, saying where they work when the answer touches their shop, with no link where links are banned. ### Can AI agents reply on Reddit for us? No. Two of the communities these answers cited, r/MechanicAdvice and r/prius, ban AI-written posts and comments. The agents build the monthly sheet from your own records and the recorded answers; a named person reads the threads and replies where the rules allow. ### Should we reply to the thread an AI answer cites today? Rarely, because the cited thread keeps changing. None of the car threads Google AI Mode cited in September came back in October on the same questions, so the unit of work is the kind of question, read every month. ### How old are the Reddit threads AI answers cite for car repairs? Mostly old: about four in five of the cited repair threads were written before 2025. One shop recommendation Google AI Mode served this October came from a thread written in August 2016. ### What do AI answers cite for car questions besides Reddit? On Google AI Mode, YouTube under many which-car answers and Google's own local listings under repair answers; ChatGPT's repair answers cited Google Maps place pages and Yelp. A repair answer leans on the shops' own pages and listings. ### How many Reddit threads would a monthly read turn up? On October's rate, forty service questions asked daily on Google AI Mode bring well over a hundred answers with a thread under them in a month. How many survive a filter for your own jobs is not in our data; the first month's sheet will show it. ### What does a dealership need to start a monthly Reddit read? A year of repair orders and service inquiries, your service menu with its published prices and warranty terms, and a daily record of the AI answers to your service questions. Add a sheet of each cited community's rules and one named approver. ### How do we know if Reddit brings customers? Ask at the counter. Add "How did you choose us?" to the write-up for the jobs your monthly read keeps finding, with a Reddit thread and an AI answer among the options. Citation data shows where Reddit appears, not who it sends. ### What does Qvery build for a car business? Qvery's GEO Agent asks your service questions daily on ChatGPT and Google AI Mode and keeps every citation. We build the agents that turn your repair orders into those questions and check what the answers say against your service menu, and train your service manager to act on each sheet.