Fixed Ops Friday w/ Love, Golightley, & Carlstedt | Daily Dealer Live
About this episode
Fixed Ops Friday turns into a practical playbook for dealership retention: video MPIs, UVI appraisals, and tight service-lane communication are tied to measurable approval and engagement gains. The conversation then widens to AI in dealership workflows—voice AI quality measured by conversion and CSAT, operational agents that reduce dashboard busywork, and how to prepare for AI-driven lead volume. Along the way, they also cover real-world fixed-ops challenges like recalls, production disruptions, and customers defecting to independents.
Fixed Ops
"Thanks for choosing to be here this Friday June the 12th it's Fixed Ops Friday which we all know Fixed Ops it's the most profitable part of our dealerships"
“Fixed Ops” means the service and parts department of a car dealership. Instead of selling cars once, it makes money when customers come back for repairs and maintenance.
“Fixed Ops” is dealership shorthand for the service-and-parts side of the business (as opposed to selling cars). It’s often the most profitable area because it relies on repeat customer visits for maintenance, repairs, and parts sales.
video compliance
"Ryan Carl Stett is back of Willis Auto Group he's got nine brands 86% video compliance customer pay gross is up 16%"
“Video compliance” means the dealership is following its rule that certain service jobs must include a video inspection. They measure how often the process is done correctly.
“Video compliance” refers to meeting a dealership’s internal requirement for producing and documenting video inspections (or related video deliverables) for service customers. It’s typically measured as a percentage of eligible jobs that get the required video workflow.
customer pay gross
"Ryan Carl Stett is back of Willis Auto Group he's got nine brands 86% video compliance customer pay gross is up 16%"
“Customer pay gross” is the profit the shop makes from repairs customers pay for themselves. It’s one of the main numbers dealerships watch to judge service profitability.
“Customer pay gross” is the gross profit generated from repairs and services paid directly by the customer (not covered by warranty or other programs). It’s a key fixed-ops metric because it reflects how effectively the shop sells and performs billable work.
days on market
"it's the first time new demand has actually overtaken 2025 levels to it is leading the pack by a wide margin nearing 20% of total new market share 20% and the only brand with days on market under 50 GM was the only other brand above 15% share"
“Days on market” is how many days a car listing stays for sale before someone buys it. Fewer days usually means the cars are selling faster.
“Days on market” measures how long a vehicle listing sits unsold before it’s purchased. Shorter days on market generally indicate stronger demand and faster turnover for that model or brand.
Ford F series trucks
"up next today some good news for Ford truck dealers novellas restarted production at its as we go new york aluminum plant this week the facility that supplies the aluminum body panels for f series trucks had been offline for months"
Ford’s F-Series is one of the most important pickup truck lines in the U.S. Here they’re talking about how problems making parts (aluminum panels) can slow production and reduce what dealers have to sell.
The Ford F-Series is the brand’s flagship pickup line, and it’s especially important because its sales volume depends heavily on manufacturing capacity. In this segment, the discussion centers on how supply disruptions to aluminum body panels can limit production and affect dealer inventory.
as we go new york aluminum plant
"novellas restarted production at its as we go new york aluminum plant this week the facility that supplies the aluminum body panels for f series trucks had been offline for months"
This is a specific aluminum factory in New York. When it shuts down, it can delay making the metal panels that truck production needs.
This references a specific aluminum manufacturing facility in New York that supplies aluminum body panels for Ford’s F-Series trucks. The key point is that the plant being offline created a parts bottleneck that limited truck production.
PHEV battery fires
"This is the third major Jeep recall in recent months grand Cherokee airbag software in May PHEV battery fires in November and now this Stelaeus is in the middle of a quality overhaul"
“PHEV” means a plug-in hybrid car. “PHEV battery fires” means there were safety problems involving the car’s battery that could lead to overheating or fire, so the manufacturer issues a recall to fix it.
“PHEV” stands for Plug-in Hybrid Electric Vehicle. The mention of “PHEV battery fires” refers to safety recalls or incidents involving the high-voltage battery pack in plug-in hybrids, which can require software updates, inspections, or hardware changes.
airbag software
"This is the third major Jeep recall in recent months grand Cherokee airbag software in May PHEV battery fires in November"
Airbags are controlled by electronics. “Airbag software” means the computer code that decides when the airbags should deploy, and a recall can update that code for safety.
“Airbag software” refers to the electronic control logic that determines how and when airbags deploy during a crash. If the software is wrong or outdated, it can trigger a recall for reprogramming to ensure correct deployment behavior.
quality overhaul
"and now this Stelaeus is in the middle of a quality overhaul and has hired 2000 engineers to address exactly these kinds of issues"
A “quality overhaul” means the company is making bigger changes to fix problems and improve how the vehicles are built. It’s usually done after issues show up repeatedly.
A “quality overhaul” is a broad set of corrective actions aimed at improving manufacturing or product quality—often including process changes, engineering fixes, and supplier adjustments. In the segment, it’s tied to addressing recurring safety and reliability issues.
Jeep Grand Cherokee
"This is the third major Jeep recall in recent months grand Cherokee airbag software in May PHEV battery fires in November and now this Stelaeus is in the middle of a quality overhaul"
The Jeep Grand Cherokee is a popular Jeep SUV. The episode is talking about recalls—repairs the manufacturer requires—because they can bring in lots of cars at once and strain the service department.
The Jeep Grand Cherokee is a mainstream Jeep SUV, and this segment highlights how recalls can directly disrupt dealer service capacity. The host mentions multiple recent recall themes affecting safety systems and battery-related fire risk.
video MPI
"okay we've talked a lot about video MPI on the show what what what walk us through what you did where you implemented video MPI... what's driving that retention focus in June of 2026... so in June of 26 we've seen video MPI's live or die by advisor and tech buy-in"
MPI is a checklist-style inspection where a technician looks at a bunch of things on the car. “Video MPI” is when the shop records what they find and shows it to you, usually by sending a video link or file.
MPI stands for a multi-point inspection, where technicians check multiple areas of a vehicle. “Video MPI” means the dealership records the inspection findings and sends the video to the customer so they can see issues and recommended work for themselves.
Reynolds
"okay true video through Reynolds very good so a lot of service directors in your position they say retention is a priority... who's your DMS provider Reynolds it's Reynolds yeah okay so all of them are integrated in there"
Reynolds is the software the dealership uses to create and send the inspection videos to customers. Think of it as the system that helps the shop deliver the “video MPI” experience.
Reynolds is a dealership software platform used to deliver and manage video MPI content and related service communications. In this context, it’s the tool the store uses to send the inspection video to customers.
Toyota
"that's where we need to be and as a Toyota dealership we're currently at 80% 85% retention we want to be up 90%"
Toyota here means the dealership sells and services Toyota vehicles. The numbers the speaker quotes are for their Toyota store’s service customers.
Toyota is the dealership brand line being discussed—this store’s service retention and customer satisfaction metrics are specifically for a Toyota dealership. That matters because service processes and customer expectations can differ by brand and model mix.
CSI
"yeah yeah we're focusing trying to we're giving our customers our our CSI has improved greatly in the last three or four months six months... and we're improving that by just have to give world-class service take care of our customers"
CSI (Customer Satisfaction Index) is a service-industry metric used to gauge how satisfied customers are with their dealership experience. The speaker says their CSI improved after focusing on “world-class service.”
deliver rate
"and so that's that's how what we're doing and and what percent deliver rate on RO's are you getting MPI's created and then what is the percent open rate look like from the customer... we're at 88.7% on deliver rate and we're 63% on open rates"
Deliver rate means how many customers successfully get the video message. If the message doesn’t reach them, they can’t watch it and approve repairs.
Deliver rate is the percentage of customers who actually receive the video MPI message after it’s sent (for example, via text/email). It’s a key funnel metric because a low deliver rate can limit how many customers can view the inspection.
open rates
"and and what percent deliver rate on RO's are you getting MPI's created and then what is the percent open rate look like from the customer... we're at 88.7% on deliver rate and we're 63% on open rates sick okay how do you explain that difference"
Open rate means how many people who received the message actually clicked or opened it. If more people open the video, more of them are likely to approve the recommended repairs.
Open rate is the percentage of delivered messages that customers actually open/view. In video MPI campaigns, open rate is a strong indicator of engagement and is often linked to higher approval rates for recommended work.
data cleanse
"have you gone through a data cleanse CDP are you not yet have you done that okay who's your DMS provider Reynolds... have you thought about the data cleanse piece because that is an interesting point a 30 point delta on interaction and engagement if we have the wrong cell number"
Data cleanse means fixing bad or outdated customer contact info in the dealership database. If the phone number or email is wrong, the video won’t reach the customer, which hurts engagement.
Data cleanse is the process of cleaning and correcting customer contact information (like phone numbers and email addresses) in the dealership’s systems. The goal is to improve deliverability of texts/emails so customers actually receive the video MPI.
DMS provider
"okay who's your DMS provider Reynolds it's Reynolds yeah okay so all of them are integrated in there"
A DMS provider is the software company that runs the dealership’s main computer system. If it’s integrated correctly with the video MPI tools, the dealership can send the video to the right customer at the right time.
DMS provider means the dealership management system provider—the software that runs core dealership operations like service RO creation and customer records. Integration between the DMS and the video MPI platform affects whether the right customer gets the right video.
Sutherland Automotive
"who owned it prior it was Sutherland Automotive okay okay what did I know this requires you to guess but what did Nick Saban see in your store"
Sutherland Automotive is the dealership’s previous owner. When ownership changes, the new owner may update systems and processes—like the tools used to send inspection videos.
Sutherland Automotive is named as the prior owner of the dealership before it was acquired by the auto group mentioned in the conversation. Ownership changes can affect processes, systems integration, and how quickly new tools like video MPI are rolled out.
Nick Saban
"oh okay Nick Saban just bought your dealership got it okay who owned it prior it was Sutherland Automotive"
Nick Saban is mentioned as the person who bought into the dealership/auto group. It’s part of the story about why the dealership’s situation changed recently.
Nick Saban is referenced as the buyer/owner behind the auto group acquisition of the dealership. The mention is more about the business context than automotive engineering, but it frames why the store’s ownership and rollout timeline changed.
approval rate
"when a customer watches their vehicle inspection on video how does that change the conversation at write up... we are at a 78% approval rate on video MPI versus what without without we are at a 32% approval rate"
Approval rate is how often customers say “yes” to the recommended repairs. The speaker is saying the video makes more customers approve the work.
Approval rate is the percentage of recommended work that customers agree to authorize. Here, the host compares approval rates when customers watch the video MPI versus when they don’t, showing video MPI’s impact on decision-making.
write up
"huh so when a customer watches their vehicle inspection on video how does that change the conversation at write up are you seeing a difference in approval rates on recommended work"
“Write up” is what the service advisor does when they record what’s wrong with the car and start the official service paperwork. They’re asking whether the video changes how that discussion goes.
“Write up” refers to the service advisor’s process of documenting the customer’s concerns and creating the repair order. In this context, the speaker is asking how video MPI changes the advisor’s conversation during that write-up stage.
retention
"um what what else are you doing to improve your retention you've got a great retention number it's increasing it's increasing north video MPIs is one of the prongs"
Here, “retention” means getting customers to return to the same dealership for future service. The hosts are saying their inspection/visual tools help make that happen.
In dealership service, “retention” refers to keeping customers coming back for future maintenance and repairs. The discussion links retention improvements to tools like video MPIs and UVI, implying these tools help convert one-time visits into repeat business.
UVI
"well well you know we're fortunate we have UVI on the service drive so okay that is a great tool... ...what is the UVI product do and then what's the ROI been given the expense"
UVI is a technology used in the service lane to capture vehicle condition and support appraisals—often via camera-based “tunnel” or automated imaging. The hosts discuss it as a tool that can improve service outcomes (like tire sales and retention) but also mention that it’s expensive, so ROI matters.
ROI
"alright so actually I'm going to pressure test that... ...having UVI tell me what the ROI is on it"
ROI means “did it pay off?” It compares the money you spend on a tool to the extra money or results you get back from using it.
ROI (return on investment) measures how much benefit a purchase generates compared to its cost. In this context, they’re asking what measurable lift UVI produces versus the expense of implementing it in a service department.
appraisals
"well we run all of our appraisals through it so the use car department service department use car department split split the cost"
An appraisal is how the dealership figures out what a used car or trade-in is worth. They’re saying they use UVI to help document the car’s condition during that process.
In a dealership, “appraisals” are the valuation process—often for trade-ins and used vehicles—where the shop or recon team documents condition to support pricing. The hosts say they run appraisals through UVI, tying the imaging workflow to how they assess used vehicles.
experience
"today's episode is brought to you by experience let's talk experience smarter marketing data drive smarter growth and with experience automotive reach in market shoppers boost loyalty and service revenue"
“Experience” is a company sponsoring the show that provides marketing and data services for car dealerships. They’re saying it helps dealers find customers and increase service business.
“Experience” is the sponsor brand described as providing marketing and data tools for automotive dealers. The host claims it helps reach shoppers, boost loyalty, and grow service revenue across multiple platforms.
used car trade
"props to experience for supporting today's content including that fascinating conversation on one of Saban's newest acquisitions a Toyota store there in Montgomery Alabama including video MPIs UVI and a little bit of conversation on used car trade"
A “used car trade” is when you bring your current car to the dealership and it’s used as part of the payment for another car. They’re saying their tools help them evaluate and document trade-in cars better.
“Used car trade” refers to the dealership process of accepting a customer’s current vehicle as part of the deal for a different vehicle. The segment connects this to how imaging/inspection tools (video MPIs and UVI) can improve documentation and workflow across service and used-car operations.
Park City Utah
"tell us what you guys were doing up in Park City Utah yeah we've been here three days it's been nestled in the mountains"
Park City, Utah is where the dealer event happened. The guest says they were there for a few days with lots of dealers and talks about AI and customer experience.
Park City, Utah is the location where the hosts’ dealer event took place. It’s mentioned as a mountain setting and as the venue for a gathering of dealers and industry discussions.
AI agent
"so you call the event podium connect is this the first of many coming up or is it an annual event so annual event usually in somewhere gorgeous like Park City really the ideas we have a bunch of brilliant innovative customers bring them together to share best practices and of course we set up workshops and talk about our latest and greatest products [1281.4s] so yeah yeah give us a glimpse inside the room I think that's fascinating that you had someone from open AI there to kind of challenge automotive about what the future of automotive looks like in an AI infused world"
An AI agent is like a digital helper that can do tasks for you. Instead of just talking, it can search, compare, and reach out to dealers to help you buy a car.
An AI agent is software that can take actions toward a goal (like shopping for a car) rather than just answering questions. In this segment, the agent is described as researching and contacting many dealers to gather offers and move the process forward.
open AI
"[1281.4s] so yeah yeah give us a glimpse inside the room I think that's fascinating that you had someone from open AI there to kind of challenge automotive about what the future of automotive looks like in an AI infused world I think [1296.2s] I think we're all trying to figure out what does it mean look like and how do we run towards that future"
OpenAI is the company behind popular AI tools. In this episode, they’re mentioned as helping shape the discussion about what AI-driven car shopping could look like.
OpenAI is referenced as the organization behind the AI session and the AI technologies being discussed. The segment frames OpenAI’s perspective on how dealerships should prepare for AI-infused shopping and lead handling.
chat GPT
"yeah I mean I think one takeaway is is right now we're talking about AI talking to humans most customers are still pretty much shopping the same way now I'd argue that even your use of chat GPT has changed you know you started out [1317.2s] okay I'll do a bit of research I'll really act like it's Google now that journey is has expanded"
ChatGPT is an AI that can answer questions and help with research. Here it’s used to explain how shoppers may ask AI to look up info and compare options for them.
ChatGPT is an AI chatbot that can understand prompts and generate responses. In this segment, it’s used to describe how shoppers’ “research” behavior is evolving—from basic Q&A to having an AI do broader web research and compile information for them.
appointment set rate
"there's a lot of conversations about well the volume is going to go up 10 times which means your your appointment set rate may go down because of that volume the price and the margin compression is possible"
Appointment set rate is how often people who contact a dealership actually end up booking a visit. If more leads come in automatically, some may not be as serious, so the rate can fall.
Appointment set rate is the percentage of leads that result in a scheduled appointment with a salesperson or dealership. The segment suggests that if AI agents generate much higher lead volume, the appointment set rate could drop because the leads may be less targeted.
price and the margin compression
"there's a lot of conversations about well the volume is going to go up 10 times which means your your appointment set rate may go down because of that volume the price and the margin compression is possible"
Margin compression means the dealership makes less money on each sale. If shoppers can compare offers more easily (like with AI), dealerships may have to price more aggressively.
Margin compression means dealerships earn less profit per vehicle (or per deal) because pricing gets pressured—often from more competition or better price transparency. The segment links it to AI-driven shopping that could increase lead volume and comparison shopping.
sock city Utah
"What what can dealers be doing today to prepare for that potential eventuality according to the open AI. [1407.5s] Yeah I think a lot of discussion in the room was hey we're in this state of massive change right now. There's things like you know we were talking about well how do I make sure I show up in chat GPT and all these questions. [1417.5s] I think the reality is that's that's all changing every month. So one of the biggest things you can do is make sure you're creating the vision for your dealership you're exploring your in circles you're talking about what the latest tools are."
They mention a Utah city (the transcript sounds like “sock city”) as an example of a Subaru dealer using AI. The key point is that a real dealership tried an AI agent, not just a theory.
The transcript appears to reference a Utah location where a Subaru dealer built an AI agent for customer inquiries. The exact city name is unclear due to transcription (“sock city”), but it’s being used as a concrete example of AI adoption by a local dealership.
CRM
"Challenge challenge what you how you think business is versus what it's doing so consolidation and automotive is is real it's something dealers are really focused on and we're seeing more CRM companies were seeing them add AI into their tech stack a recent example was is Cox they acquired full path so now they've got the ability to [1458.2s] put a CDP and use some AI into some existing tools."
CRM is the software dealerships use to manage leads and customer conversations. It helps sales teams follow up and keep track of who’s interested in buying.
CRM (Customer Relationship Management) systems track leads and customer interactions for sales and service teams. The segment discusses CRM companies adding AI to their tech stack, and how that affects dealership workflows and lead handling.
Cox
"Challenge challenge what you how you think business is versus what it's doing so consolidation and automotive is is real it's something dealers are really focused on and we're seeing more CRM companies were seeing them add AI into their tech stack a recent example was is Cox they acquired full path so now they've got the ability to [1458.2s] put a CDP and use some AI into some existing tools."
Cox is a company that makes tools used by dealerships. In this discussion, they’re mentioned as buying another company to add more data and AI features.
Cox is referenced as a company in the dealership software ecosystem that acquired Fullpath. The segment uses this as an example of how larger vendors are expanding their platforms with data and AI capabilities.
CDP
"a recent example was is Cox they acquired full path so now they've got the ability to [1458.2s] put a CDP and use some AI into some existing tools."
A CDP is software that gathers customer information from different places into one place. That makes it easier to tailor messages and offers to the right people.
A CDP (Customer Data Platform) collects and unifies customer data from multiple sources so it can be used for marketing, personalization, and analytics. In the segment, the idea is that combining a CDP with AI can improve how dealerships target and respond to customers.
full path
"a recent example was is Cox they acquired full path so now they've got the ability to [1458.2s] put a CDP and use some AI into some existing tools."
Fullpath is the company Cox bought. The point of the mention is that it helps Cox add more customer-data and AI features for dealerships.
Fullpath is mentioned as the acquisition target in Cox’s consolidation move. The context suggests the acquisition helps Cox add data-platform capabilities (like a CDP) and AI into existing dealership tools.
BlackBerry iPhone moment
"Yeah I think there's a couple of things I think there's you know whether it's the CRM's or the thousand other AI tools. I think there's a couple things to think about the first is when it comes to some of the more traditional things I think it like about it like almost like the [1483.7s] BlackBerry iPhone moment. If you remember iPhone came out touch screen and BlackBerry responded and said OK we're going to add a screen to our BlackBerry"
It’s a comparison to a time when a new technology changed how people used phones. The message is that AI will change how car shopping works, so dealerships need to adapt rather than just add a tool.
This is a metaphor for a major technology shift where an incumbent has to adapt to a new user interface or paradigm. The host compares that to AI: dealerships can’t just “bolt on” AI; they need to rethink how customers interact and how the system actually converts leads.
conversion
"I think the thing we think about is, is it the number one converting thing? ... what actually leads to more appointments, not just what looks cool, what's demo call, what actually gets you more appointments."
Conversion here means getting people to take the next step, like booking an appointment. They’re saying you should measure what actually leads to bookings, not just what sounds good in a demo.
In dealership AI/marketing, “conversion” means turning an interaction into a desired outcome—here, more appointments. The hosts emphasize that the best AI isn’t just the one that looks impressive in a demo, but the one that actually increases booked appointments across many conversations.
empathy
"So they cared a lot about, and we've deployed our voice AI agent across all 600 now... does it have the empathy? ... you've got to balance both conversion and does it have the empathy? Does it represent your brand?"
Empathy means the AI responds like it cares and understands the customer. They’re saying it’s not enough to just schedule appointments—you also want the interaction to feel helpful and on-brand.
“Empathy” in customer-service AI refers to the AI’s ability to respond in a way that feels understanding and supportive, not robotic. The segment frames it as a quality dimension alongside conversion—AI should both book appointments and deliver a customer experience that matches the brand.
CSAT
"So a lot of what we focused on was, yeah, let's get the appointments. But also how is the quality of those calls? And they were on a panel yesterday and the CTO said that humans have a 98% CSAT and they've been measuring the voice AI, 96% CSAT."
CSAT is a customer satisfaction score. It’s basically a way to measure whether customers felt good about the call—here, comparing humans to the AI.
CSAT (Customer Satisfaction Score) is a metric that measures how satisfied customers are after an interaction. In this segment, they compare CSAT for human agents versus the voice AI agent to judge call quality, not just appointment conversion.
training my 10,000 people
"I think it's been especially interesting with some of these big groups. They're saying like, I didn't, they didn't think about this, but this idea of consistency and actually training my 10,000 people is quite difficult."
They’re talking about how hard it is to train lots of employees to act consistently. The idea is that AI can be trained once to follow the brand’s style and values reliably.
This refers to the operational challenge of consistently training large numbers of dealership staff to handle customer interactions the same way. The hosts contrast that with training an AI to represent a brand’s values consistently across many locations.
AI
"I think that's right. Again, going, going back to the training piece, I think AI in a lot of cases is going to be able to deliver an experience..."
AI here means computer software that can learn patterns and help with tasks—like answering questions or organizing customer follow-ups. The idea is to take over the boring, repetitive stuff so people can focus on the important conversations.
In this context, AI (artificial intelligence) refers to software that can automate or assist tasks like answering questions, scheduling, and analyzing customer interactions. The hosts are discussing using AI to reduce repetitive “mundane” work so dealership staff can spend more time on higher-value customer interactions.
mindset shift
"What, so when you think about implementing AI, you talk about the different areas, podium, you have that available to dealers today. What's the biggest mindset shift from old age automotive to today..."
A mindset shift means changing how people think and work, not just installing new technology. The point is that leaders need to rethink roles and routines so AI actually changes the dealership’s day-to-day approach.
A mindset shift here means changing how dealership leaders and teams approach AI adoption—from simply copying old scripts and routines to rethinking roles, processes, and what staff should focus on. The hosts frame leadership as the driver of whether AI becomes a real operational change or just a superficial tool install.
AI layered on top of legacy systems
"So you were, you were pretty direct about what most vendors are getting wrong in June of 2026. AI layered on top of legacy systems. It's not a real solution."
This means using AI as an add-on to old computer systems and old processes. The concern is that it won’t work well if the foundation is outdated, because the AI can’t fix the underlying workflow problems.
“AI layered on top of legacy systems” means adding AI tools without changing the underlying dealership software and processes that already exist. The hosts argue this is often ineffective because the AI is forced to work around outdated workflows and data structures rather than improving the whole customer journey.
metrics
"I think a lot of that is, you know, hey, how are you looking at your, how are their metrics? How are their, how is the actual conversion gone?"
Metrics are the numbers you track to see if something is working. In this case, the hosts are saying dealers should look at results like how many leads turn into appointments or sales.
Metrics are the measurable performance indicators a dealership tracks—such as lead response time, appointment booking, and conversion outcomes. The hosts suggest dealers should evaluate these numbers to tell whether AI efforts are actually working.
service director
"All of this stuff that if you think about the GM or the GSM or the service director, the busiest people in the world, I've sat with them and I don't know how they do it."
A service director runs the dealership’s service department. They’re in charge of making sure the shop is organized and customers’ service work gets handled properly.
A service director is a dealership leadership role responsible for the service department’s performance. They typically oversee work flow, staffing, customer experience, and how efficiently the shop turns work orders into completed repairs.
GM
"All of this stuff that if you think about the GM or the GSM or the service director, the busiest people in the world, I've sat with them and I don't know how they do it."
GM in this context means the dealership’s General Manager. They’re the top person running the dealership day-to-day across departments.
GM here is the dealership General Manager role, not the automaker. The General Manager is responsible for overall dealership operations and coordinating between departments like sales and service.
GSM
"All of this stuff that if you think about the GM or the GSM or the service director, the busiest people in the world, I've sat with them and I don't know how they do it."
GSM is a dealership job title. It usually means General Sales Manager, and it’s the person who helps run the sales team and keep sales moving.
GSM commonly means General Sales Manager in dealership org charts, overseeing the sales side of the business. In this segment, it’s grouped with other top dealership leaders, implying a role focused on managing sales operations and performance.
voice AI
"What's next in the podium world?... You've talked about some products you're ideating. You've got the voice AI products, you know, service across the different platforms, different departments and automotive."
Voice AI is technology that can understand what someone says out loud and respond. In car dealerships, it can help handle calls or guide customers to the right place.
Voice AI refers to software that understands spoken language and can respond or take actions. In a dealership context, it’s often used to automate or assist with tasks like answering questions, routing calls, or supporting service and sales workflows across departments.
EOS traction book
"And, you know, we run our business on EOS traction book and one of them is EOS life, another book."
EOS is a business system for running a company with clear goals and regular check-ins. The “traction book” is the workbook/plan the team uses to stay organized and accountable.
EOS (Entrepreneurial Operating System) is a management framework used by many businesses to run meetings and track goals. A “traction book” is part of that system, helping teams document priorities, accountability, and measurable targets.
four quadrants
"And, you know, it talks about the four quadrants, you know, like I like it."
The “four quadrants” is a simple way to split business priorities into four categories. It helps a team stay focused and know who’s responsible for what.
In EOS, the “four quadrants” are a structured way to organize business priorities and responsibilities. The idea is to keep focus on the most important work while clarifying roles and execution.
Volkswagen Eos
"...Here at Willis Automotive, again, it goes back to EOS and our proven process. And, you know, step five ..."
The Volkswagen Eos is a Volkswagen car with a roof that can open and close. That makes it feel like a convertible, but with a hard roof instead of a fabric one. It’s the kind of car dealerships talk about because it has a noticeable feature and a specific buyer appeal.
The Volkswagen Eos is a compact luxury-style car that’s best known for its retractable hardtop roof, combining the look of a coupe with open-air driving. It’s often discussed in dealership and inventory contexts because it’s a distinctive, feature-focused model that can stand out in a lineup. In a podcast about sales processes, it may be referenced as part of a specific vehicle example or customer-facing walkthrough.
customer advocates
"And, you know, step five in the proven process for us is to create customer advocates."
A “customer advocate” is a customer who really likes a dealership and tells other people about it. The dealership wants customers who come back and also recommend the shop to friends.
In dealership operations, “customer advocates” are customers who actively recommend the dealer and its service work to others. The idea is to turn satisfied buyers into repeat promoters, not just one-time transactions.
decline service recommendation
"Tell us what happens in your store to a decline service recommendation 30 days later?"
A “decline service recommendation” is when a service advisor presents recommended work (often from an inspection) and the customer says no at that time. Fixed-ops teams then focus on follow-up because those declined jobs can still become future work if the customer is re-engaged.
AI follow-up
"Is there human follow-up? [..] Is there AI follow-up or does nothing happen at all?"
“AI follow-up” means using software to automatically reach out to customers after a service recommendation. Instead of waiting for a person to call, the system helps prompt the customer to revisit the recommendation.
“AI follow-up” refers to using automated systems (often software) to contact customers after a service recommendation is declined or not completed. In fixed ops, the goal is to improve response rates and reduce the time customers spend choosing another shop.
RO count
"Which decline service follow-up that's important to retention? That's important to getting that RO count back from the independent repair facility starting with you, Ryan."
“RO count” is shorthand for how many repair orders the service department actually creates. More repair orders generally means more work the dealer keeps instead of losing it to other shops.
“RO count” typically means the number of repair orders generated by a service department. It’s a key operational metric because it reflects how many jobs the dealer ultimately gets after inspections and recommendations.
independent repair facility
"That's important to getting that RO count back from the independent repair facility starting with you, Ryan."
An “independent repair facility” is a repair shop that isn’t the brand’s dealership. The dealership is worried about customers taking declined work recommendations to these other shops.
An “independent repair facility” is a non-dealer shop that performs vehicle repairs and maintenance. In dealership fixed-ops discussions, it’s often the competitor that customers go to after declining a dealer’s recommended work.
auto point inspections
"Our auto point inspections used to do a three pronged approach to declines."
“Auto point inspections” are organized checklists the shop uses to look over a car and note what needs attention. The “points” are basically categories of items they check and recommend.
“Auto point inspections” refers to a structured inspection process that uses a checklist or point-based system to document vehicle condition and recommended service items. The transcript implies it was used to handle declined recommendations with a multi-step follow-up approach.
Request an Explanation
Heard something you'd like explained? We'll add it to this episode.
Sign in to request explanations for terms you heard.
Want to learn more?
Browse our glossary for plain-English explanations of automotive terms, jargon, and concepts.
Help improve this episode
See something that's not quite right? Our annotations are AI-generated and can sometimes miss the mark. Click the flag icon on any annotation to suggest a correction.