In short and simple terms, the long tail strategy consists of selling a huge number of items in relatively small quantities. Items can be products or services. Quantities can also refer to prices.
As an example, Amazon.com and Netflix.com generate most of their revenue by selling a huge variety of products that are in low demand or have low sales volume. Google makes most of its advertising revenue not from large advertisers, but from the hundreds of thousands of small advertisers.