Spyne is already thinking about 2027 when it comes to artificial intelligence used at dealerships.

According to Spyne’s latest Auto Retail Intelligence Quarterly report, experts projected a “pivotal shift” in AI use next year, saying “those that embed AI within connected systems linking customers, vehicles, and deals will outpace dealerships relying on isolated AI tools.

“AI adoption is no longer about experimentation but execution,” Spyne continued in a news release. “Dealers are moving beyond standalone AI features like chatbots, automated listings, and pricing assistants toward integrated platforms that connect CRM, DMS, inventory, F&I, marketing, service scheduling, and follow-up workflows.

“This integration is driven by a challenging retail environment where lead qualification is critical,” Spyne added.

Other key findings from the report compiled by the provider of AI auto retail technology included:

—Conversational AI is evolving from standalone chatbots to orchestrating customer engagement across website chat, inbound calls, appointments, and CRM handoffs between sales and service.

—Lead qualification is shifting to “payment-first,” assessing affordability, trade equity, payment fit, and suitable vehicle alternatives earlier in the journey.

—Inventory AI is becoming a crucial margin lever amid tight used vehicle supply and volatile wholesale values, leveraging VIN-level pricing, reconditioning data, and retail velocity insights, including for used EVs and hybrids.

—AI merchandising is entering a trust phase, where verified pricing, availability, and sold status gain importance alongside AI-generated content.

—Governed agentic AI will first scale in bounded workflows such as scheduling, follow-up, inventory matching, service reminders, and deal preparation, supported by approval thresholds and audit trails.

Spyne’s outlook also highlighted the emergence of AI answer engines as a new front door for inventory discovery, making machine-readable content and Generative Engine Optimization important alongside traditional SEO.

Spyne co-founder and CEO Sanjay Varnwal also mentioned the outlook also marks a broader shift: from content generation in 2024 to lead automation in 2025 to execution question in 2026, where advantage depends on how well dealerships connect customer, inventory, pricing, and service workflows.

“The practical divide is no longer between dealers using AI and those who do not, but between those who let AI sit on the edge and those who connect it to the customer, vehicle, and deal record,” Varnwal said.