Every dealership runs on software now — the question is whose, and whether it works. We track the AI that actually moves metal, fixes cars, and keeps customers; the vendor noise gets called what it is.
The Brief lands Monday.
The Deep Dive, Thursday.
The Roundup, Friday.

Catalyst IQ's latest market data shows average marketed prices on new vehicles climbing to their highest level since October 2023, even as dealers pile on the biggest discounts in two years. The takeaway for stores: precision on inventory mix and pricing is now the difference between margin protection and margin erosion.

Cars24 handed 1 million minutes a month of customer calls to an OpenAI-powered voicebot, and the case study actually shows its work: faster resolutions, less staff time on appraisals, and 12% of abandoned sellers dragged back into the pipeline. It's the rare AI deployment story with numbers instead of adjectives — worth reading twice before your own vendor pitch meeting.
Cars24 handed 1 million minutes a month of customer calls to an OpenAI-powered voicebot, and the case study actually shows its work: faster resolutions, less staff time on appraisals, and 12% of abandoned sellers dragged back into the pipeline. It's the rare AI deployment story with numbers instead of adjectives — worth reading twice before your own vendor pitch meeting.
Format:RoundupTopics:Voice AISales DevCars24 handed over 1 million minutes a month of customer calls and chats to OpenAI-powered agents, and the case study shows real numbers, not just a press release: faster resolutions, fewer hours burned, and leads that came back from the dead. Meanwhile BMW and DriveCentric are pushing AI further into the sales conversation, which means the "answering machine" phase of this technology is already over.
Section:Customer ExperienceFormat:Deep DiveTopics:Voice AICRMCars24 deployed OpenAI-powered voice and chat agents across its used-car buying and selling funnel, and the numbers are unusually specific for a vendor case study: 50% faster support resolution, 80% less staff time on appraisal tasks, and 12% of abandoned sellers pulled back into the pipeline. It's one of the more credible AI deployment stories in retail auto this year — real conversation volume, real recovered deals, not just a demo reel.
Section:Customer ExperienceFormat:BriefTopics:Voice AIThis week's data points in two directions at once: new-vehicle prices are climbing to 2026 highs while discounting quietly returns, putting a premium on pricing precision. Meanwhile, the dealership AI race is separating winners from window dressing, with voice AI showing real ROI while most stores are still stuck on chatbots.
Format:RoundupTopics:Voice AIPricing & Analytics2026 survey data shows dealers are pouring budget into AI, with voice agents and speed-to-lead tools topping priority lists — and generating measurable ROI. But most stores are still stuck on surface-level chatbots while GM's bet on Impel signals where the real infrastructure fight is heading: an integrated AI operating layer, not another point solution.
Section:Customer ExperienceFormat:Deep DiveTopics:Voice AISales DevCatalyst IQ's latest market data shows average marketed prices on new vehicles climbing to their highest level since October 2023, even as dealers pile on the biggest discounts in two years. The takeaway for stores: precision on inventory mix and pricing is now the difference between margin protection and margin erosion.
Section:Pricing & AnalyticsFormat:BriefTopics:Pricing & AnalyticsThis week's news makes the same point from two directions: AI is delivering real results for dealers who wire it into a unified data and process backbone, and real headaches for those who don't. Big groups are proving the upside is genuine — but so are the security and "doom loop" horror stories when agentic tools ship without governance.
Format:RoundupTopics:Pricing & AnalyticsCRMAutomotive OEMs and vendors are racing to deploy "agentic" AI that promises to win back lapsed service customers and qualify sales leads automatically. The upside is real — one deployment reportedly drove over 700,000 vehicles back into authorized service — but security flaws and "doom loop" complaints show the same technology can just as easily frustrate customers or expose their data if dealers don't demand proof of integration and governance.
Section:Customer ExperienceFormat:Deep DiveTopics:CRMSales DevSix publicly traded dealership groups are moving AI from pilot projects to embedded operations, targeting lead response, inventory, and paperwork. But industry analysis warns most stores are stuck in an "execution gap" — buying tools without connecting them to a unified customer, vehicle, and deal record, which is where the real ROI lives.
Section:Inventory & MerchandisingFormat:BriefTopics:MerchandisingCRMThis week revealed AI's evolution from experimental tool to operational necessity, driven by regulatory pressure and proven ROI. From FTC compliance requirements to same-day merchandising wins, dealerships are finding AI solves real problems while delivering measurable returns.
Format:RoundupTopics:Pricing & AnalyticsCRMThe FTC's March 2026 warning letters to 97 dealer groups have made AI-powered compliance systems a necessity, not a luxury. Beyond regulatory protection, dealers are discovering that AI platforms can unlock hidden revenue streams buried in legacy systems while ensuring every customer interaction meets new transparency standards.
Section:Pricing & AnalyticsFormat:Deep DiveTopics:Pricing & AnalyticsDealership-backed voice AI platforms are moving beyond demos to deliver measurable results. Early adopters report capturing 100+ service bookings and achieving 4+ star customer ratings while reducing admin workload.
Section:Customer ExperienceFormat:BriefTopics:Voice AICRMAI is transforming dealership merchandising from a weeks-long process to same-day execution, with tools like UVeye's Scan to Sold reducing time-to-market by 9 days while increasing PVR by $600+. Early adopters are capturing 3x more traffic in AI-driven search, but success requires moving beyond point solutions to integrated systems that connect customer data across operations.
Section:Inventory & MerchandisingFormat:Deep DiveTopics:MerchandisingPricing & AnalyticsCox Automotive's acquisition of Fullpath for AI-powered customer data integration represents a fundamental shift toward unified CRM platforms that promise to eliminate data silos. However, dealerships face mounting legal risks from AI automation tools that require careful consent management under TCPA regulations.
Section:CRM & MarketingFormat:Deep DiveTopics:CRM