Think about it this way -- Maybe a customer does find what they're looking for by searching. But usually if I find something I'm interested in I'll check the seller's other items and/or their store.
And when I'm browsing around in a store, I definitely want gallery images. All that text makes my eyes blurry so the pics really help.