Bidbus押注经销商竞价战，而非融资，来解决二手车定价问题

做的是什么生意

Bidbus is a Southern California online marketplace where licensed dealers bid live over a few hours on a private seller's used car, giving sellers dealership-level offers from home and dealers access to high-quality consumer-owned inventory.

启动资金：$3.3M seed led by Mucker Capital (2025, per Orange County Business Journal); $15M Series A led by Ibex Investors announced 2026-07-07 with Mucker, FJ Labs, Motley Fool Ventures, Data Point Capital, Walter Ventures and Yossi Levi participating (TechCrunch).

起因

Duke Yan spent years buying and selling cars himself. When he tried to help his mom sell hers, dealer offers were insultingly low, so he put them in a group chat — and was surprised when buyers bid the price up. That became Bidbus, founded in 2022 with co-founders including Ellson Chen, now COO, who says the AI-backed system lets owners auction cars without setting foot in a lot (Orange County Business Journal).

经过

Bidbus bootstrapped at first, operating only in Los Angeles before expanding to markets including Texas and signing dealer groups such as Lithia Motors and Penske Automotive. It raised a $3.3M seed led by Mucker Capital in 2025, then announced a $15M Series A led by Ibex Investors on 2026-07-07 to scale beyond California and Texas. Yan says he had to ban the platform's biggest early buyer for lowballing sellers, because one dominant dealer bidding against no one broke the auction.

结果

Still scaling: TechCrunch reported roughly 10,000 cars sold through the platform as of July 2026, with founders claiming average offers $2,000–3,000 above Carvana's, and the Series A funding expansion beyond California and Texas.

可借鉴之处

市场不透明时，把价格变成公开竞赛：经销商会为了他们拿不到的货源而互相抬价，而起作用的切入点是一个看得见的实时拍卖，而不是提供更多融资。