
I spent over a decade inside the automotive industry buying cars, pricing trades, and negotiating deals. I saw firsthand how dealerships use structured data to create leverage — information most people never see.
That’s why I built Vehicle Negotiation Map.
I gather real market data, organize it clearly, and deliver a negotiation map so you know your realistic range, your walk-away number, and when to push back.
No dealership.
No inventory.
No pressure.Just clarity before you commit.Simple positioning.
Better decisions.