CarEdge

Press Kit

Everything you need to cover our AI dealer pricing experiments.

The Experiment

CarEdge sent its AI negotiator to 100+ car dealers per vehicle, posing as the same buyer, requesting out-the-door quotes on the same car. The results reveal massive price variation driven entirely by dealer behavior.

Key Findings

  • 2026 Toyota RAV4 Hybrid XSE: $9,221 in dealer-controlled price spread across 32 verified quotes
  • 2025 Ford F-150 XLT: $13,871 in out-the-door price spread across 38 verified quotes
  • 37% of quotes included add-on products the buyer never requested
  • Doc fees ranged from $0 to $1,094 — for the same paperwork
  • Over half of dealers refused to provide pricing over email or text

Methodology

Each experiment follows the same protocol: our AI agent submits identical online inquiries to 100+ dealers, provides the same buyer profile, and requests out-the-door pricing on a specific vehicle, trim, and year. All communication happens over email and text. No phone calls. No in-person visits. Quotes are collected, verified, and published with full transparency.

Contact

Media Inquiries

press@caredge.com

Zach Shefska, CEO & Co-Founder

@shefska on X

Website

caredge.com