VADA Live S2:E10 | “Data is King”

The Co-Founder & CEO of Constellation joins VADA Live to discuss AEO, protecting your DMS data, and why dealers have a unique window to outrank their OEMs.

The transition from traditional search to AI-powered chatbots isn't just coming—it's already here. In this special bonus episode of VADA Live, Constellation Co-Founder and CEO Diana Lee joins host Dan Carrigan for an exclusive Convention Sneak Peek, breaking down the artificial intelligence strategies she will be bringing to the main stage at the Marriott Virginia Beach Oceanfront this June.

With Constellation recently being invited to the exclusive OpenAI beta platform, Diana has a frontline view of how consumer search habits are changing. Her message to dealers? The time to build your AI strategy is right now.

The AEO Advantage Forget SEO; the new frontier is AEO (Answer Engine Optimization). AEO dictates how your brand ranks organically on AI chatbots like ChatGPT and Claude. Right now, nimble dealerships have a distinct advantage over massive legacy OEMs. Why? Because dealers don't have layers of corporate red tape. A dealership can decide to launch an AEO campaign in five minutes, allowing them to rapidly generate pages and actually outrank tier-one OEM agencies on AI platforms.

Your DMS is Your Moat "Data is king," Diana emphasizes. AI bots have crawled the public web, absorbing everything from websites to social media platforms. But there is one thing they do not have: your private Dealership Management System (DMS) and CRM data. Dealers are often too willing to hand over this personalized customer information to third-party vendors. Diana urges dealers to protect this data fiercely, as it is the ultimate differentiator that gives a dealership its true enterprise value.

Automating to EBITDA AI isn't just about search; it's about operational efficiency. Diana challenges dealers to identify the repetitive, mind-numbing tasks their staff perform daily—like building banner ads or processing basic CRM updates—and assign those tasks to autonomous AI agents. Not only does this shift significant operating costs directly to your EBITDA line, but it also frees up your employees to focus on what matters most: building human relationships with customers.

Diana is saving her full deep dive for Virginia Beach. Make sure you are in the room.


About VADA Live VADA Live is the official video podcast of the Virginia Automobile Dealers Association, hosted by Dan Carrigan. Each episode features candid conversations with industry leaders, analysts, and experts on the trends, data, and strategies shaping automotive retail.

About Diana Lee Diana Lee is the Co-Founder and CEO of Constellation. With over 30 years of experience in the automotive industry, she has built Constellation into one of America’s fastest-growing private companies, transforming how auto dealers and global brands approach AI, marketing, and digital content creation.

About Constellation Constellation is a data and AI marketing platform that helps automotive franchises and global Fortune 500 companies scale their creative content and advertising. They empower dealerships to use automation and Answer Engine Optimization (AEO) to reach consumers efficiently and drive profitability.