Welcome to another edition of the Car Dealership Guy Podcast Recap—a rundown of key lessons from top operators, founders, and execs shaping the future of auto retail.
Today’s guest is Brian Abrams, VP of Data and AI at CDK Global.
Brian explains why nearly 60% of dealer data is currently "dirty," how consumer AI agents are already calling stores to negotiate deals, and why a unified customer profile is now the only way to protect your margins.
AI agents shopping on behalf of consumers aren't a future scenario, because they're happening now
Consumers are already deploying agents to shop, call dealerships, and negotiate pricing across channels.
"Consumers have agents that are actually shopping for them and calling up dealerships and negotiating pricing. So, how do dealers actually react to that and get those shoppers into their dealership at the right price, at the right time, and uh through all the different channels that are now available to the shoppers."
The operational question this raises for dealers is concrete: how does the BDC need to evolve when the inbound contact is an agent rather than a person?
MCP strategy is how agents connect to agents across ecosystems
Abrams defined CDK's MCP approach as the infrastructure layer that allows dealer agents and outside agents to share data, workflows, and intelligence, rather than operating in disconnected silos
"We need to be able to connect their agents to our agents where there's data, there's operational workflows, intelligence, and all of those different pieces of information that need to provide context to the agents outside of our ecosystem."
Without that connective tissue, agents working on behalf of dealers or consumers are operating on incomplete information, which undermines the value of the agent entirely.
A CDP unifies fragmented customer data across every dealership system into one profile
For dealers unfamiliar with the term, Abrams defines it as a customer data platform that collects and resolves identity across the DMS, CRM, service records, and digital retail tools, then enriches it with behavioral and lifecycle signals.
"That CDP brings it together, creates a unified customer profile, an identity of a person with all of that data attached to it. They'll also enrich it with signals, behavioral, life cycle, economic indicators that gives a really robust 360 degree profile of that customer."
That unified profile can then be activated in marketing platforms, in the CRM, or directly in dealership workflows, depending on where the dealer needs the intelligence most.
Dealers are sitting on massive profit leakage they can't see because their data is fragmented
Abrams walked through what bad data actually costs in practice, and how it shows up as wasted marketing spend, stale outreach, and service advisors working from the wrong vehicle records.
"Without a CDP or that single view of a customer, sales reps are misguided with their outreach. Sales and BDC reps are chasing phantom leads, working stale records in service. the vehicle that they think a consumer owns might not be the one that they own, which ultimately leads to expensive time spent reaching out or in your marketing campaigns."
CDK's platform now surfaces predictive lifetime value per customer so dealers can see a dollar figure attached to every disengaged customer relationship they're at risk of losing.
Presented by:
1. Podium - The AI platform trusted by one in three dealerships. Podium helps dealers consolidate sales, service, messaging, and voice into one connected system that actually runs the work. If your AI isn’t driving real outcomes, it’s time to take a closer look @ here.
2. Veramatic - Meet Veramatic: the accuracy layer your DMS never built. Get clean, consistent, trusted accounting data, normalized before it hits the GL, automatically. Learn more @ here.
3. CDK Global - Dealership challenges are constantly evolving—your technology should too. The CDK Dealership Xperience Platform unifies your operations with AI-driven tools built to grow with you. Visit @ here.
Embedding intelligence in workflows (not just marketing dashboards) is what makes a CDP useful across the whole dealership
Most CDP conversations in automotive have centered on marketing ROI. Abrams pushed the frame further: the real value is when that unified customer intelligence shows up in the service lane, in F&I, and at the enterprise group level and not just in campaign targeting.
"Instead of trying to find all this contextual information, they actually have that all right there in front of them, which makes them more efficient, which makes their job more personalized to what they're doing with the customer. Helps them get better finance deals, service products, whatever that might be, faster in the workflow."
For enterprise groups, that means a customer's full history (across brands, across stores, across the ownership lifecycle) is visible to every role that touches them.
Forty-eight to 60% of dealer data is not clean, and that directly degrades every AI tool built on top of it
The research CDK conducted earlier this year produced a number that should give any dealer pause before investing further in AI tooling. Nearly half to three-fifths of their data is unreliable.
"Dirty data makes AI ineffective. And going back to the beginning of our conversation with all the acceleration that's happening with AI in the world, if a dealer's data is not clean and quality, any AI tool that they use is going to be impacted and it's not going to provide good ROI or any experience to their shoppers as well as their employees."
In other words, layering AI onto fragmented data just amplifies the errors already in the system.
Predictive lifetime value turns abstract customer retention into a specific dollar number on the screen
Abrams also gave a concrete example of how CDK's predictive models are being used in the service lane today.
"It is directly on the screen saying if you do not engage with this customer, you are going to lose $2 million of gross profit over the next 5 years."
Visibility like that changes how service managers make goodwill decisions, because the cost of losing a long-tenure customer is no longer invisible when it's quantified alongside the discount under consideration.
Seventy-nine percent of CDP-aware dealers plan to implement one in the next 12 months
Dealer awareness of CDPs is translating into intent at a pace that signals the conversation is shifting from "should we" to "when."
"79% of dealers that are aware of a CDP are thinking about getting one and implementing one in their store or at their group level in the next 12 months."
With 65% of surveyed dealers also calling a unified customer profile essential to their operations, the CDP is moving from a marketing tool to a core infrastructure decision.
When shopping for a CDP, dealers need to ask what it does for service, parts, and enterprise leadership, not just sales and marketing
Dealers should evaluate CDP options by pushing past the marketing department pitch.
"Make sure that the marketing and the sales team is taken care of, but what are they doing for your service department? What are they doing for enterprise group leadership? What are they doing for the parts department?"
A CDP that only activates in marketing channels leaves most of the dealership's workflows and most of the potential value untouched.
Data hygiene is the foundation on which everything else is built, which makes fixing it before deploying anything else key
Asked for his single most important piece of advice to dealers navigating AI adoption, Abrams didn't point to a tool or a platform. He pointed to the input layer.
"Think about the data fragmentation and the quality. That's the most important thing. Without that handled by the right vendor or CDK, everything else downstream is going to be impacted."
It's the same principle regardless of which AI tools a dealer chooses: garbage in, garbage out, and no amount of sophisticated tooling can compensate for a data foundation that hasn't been cleaned and governed first.
