The second most important thing for any trip. Anand and I are pretty averse to spending on hotels. We try to use points as often as possible. You will rarely find us inside the hotel, so we find no point in splurging.
We typically look for comfort, good breakfast, proximity to public transportation and a centrally located hotel, hostel or Bed and breakfast.
Here are few useful links to get you started: