Bid Shading is an optimization technique that reduces bids in first-price auctions, where the winning bidder pays their full bid. Bid shading algorithms analyze auction data to recommend a lower bid amount that maintains competitiveness while saving costs.

Bid shading helps advertisers avoid overpaying in first-price auctions. By setting competitive but reduced bids, advertisers can manage costs effectively while still achieving desired placements and maximizing campaign efficiency.