There's an elaborate economic rationale for second-price auctions, including that they avoid "winner's remorse." Leave it to the late-stage "improvers" to say, "hey, we can capture some of that gap between first and second place!"
There's an elaborate economic rationale for second-price auctions, including that they avoid "winner's remorse." Leave it to the late-stage "improvers" to say, "hey, we can capture some of that gap between first and second place!"
The reason Google uses second price auctions is because first price auctions incentive constant bid changes. The stability increases the money Google makes.
edit: For more context, and ignoring the whole generalized second price auction parts, the revenue from first and second price auctions is the same. In theory with optimal bidding and the usual assumptions of auction theory papers. The difference is that in a second price auction your optimal bid is independent of the other bidders. In a first price auction your optimal bid is dependent on the expected distribution of other bidders. In theory with all the usual auction theory assumptions. In reality with online auctions this meant a lot of churn in bids and a preference for bidding more conservatively. Which isn't good for advertisers or the revenue of the company running the auction. Second price auctions mostly solve this especially if you adjust the minimum auction price (ie: reserve price) per auction.
edit2: A great way to get more money is to have advertisers think they're bidding in a second price auction while actually running something closer to a first price auction. Which is essentially what the article talks about.
Ad auctions happen in microseconds. There's no possibility of changing your bid while it's underway.
As the other person said, bids repeat across multiple auctions on the same keyword and even in a generalized second price auction optimally your bids are adjusted based on the expected dynamics of each auction. Based on past information and so on. In a first price auction you’d keep lowering your average bid until it’s on average right above the next bid. The next bidder would then increase their bids. You’d then do so as well. Etc. Etc.
Are there any more examples or reading around this concept?
Google's auction is not fair in the sense that Google is both the seller and the auctioneer. Squashing enters the situation when the second price bidder has an ad that is more likely to be clicked than the first price bidder and therefore has additional revenue potential (known only to Google) beyond the revenue offered by the bid. Google then assigns this additional expected revenue to the value of the second price bid and declares this to be the market value of the bid. I see where their argument comes from, but it's a pretty lousy one.