‘The CSI Illusion’ : The Death of the Survey and Why Speed is the Real Driver of Dealer Profit | Pre-NADA AI Spotlight #1

This year, auto retail crossed a real inflection point with AI — not just experimentation, but actual adoption inside dealerships. With that shift came a flood of questions from operators trying to separate signal from noise. AI is everywhere right now. Claims are loud. Results are uneven. And it’s not always clear what’s actually working.

So we’re launching an seven-part series, Pre-NADA AI Spotlight — conversations with the most forward-leaning AI companies in auto retail, focused on what they’re building, what’s delivering real results in dealerships today, what isn’t, and what dealers should realistically be...