I wouldn't, as the past perfect is used to express an action previous to another past action. I would change the sentence to: Convenience and location were two of the main things I was looking for in a place to stay. [ had been looking for is a possible option ]
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.