Video: WTF is bid shading?

• Programmatic auctions in their traditional second-price auction, would allow the highest bidder to only pay slightly more than the second-highest bid. This has given way to a first-price auction model, most notably used by Google’s ad exchange.
• In a first-price auction model advertisers often find themselves on the losing end, due to the fact that they must pay the price that they bid, rather than just slightly higher than the bid that they beat. This led to the development of bid shading, where ad tech companies try to predict the highest bid, so companies aren’t bidding too much.
• Bid shading does appear to be working. According to companies like PubMatic and The Trade Desk, both of which offer bid shading, advertisers are paying an average of 20% less on their bids.
• The way that bid shading currently works creates a lot of opportunity for ad tech companies to take advantage of advertisers looking to score a deal. Since advertisers aren’t privy to the information that the ad tech companies are using to predict, they don’t know how inflated the numbers that they’re seeing are. This creates a loophole where ad tech companies may tell advertisers to pay higher prices, and pocket the difference, without advertisers’ knowledge.

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