I just successfully bid $85 on Expedia for a four star and received the Crowne Plaza Union Square in San Francisco. Lowest non-government rate there for the same date is $149. Government rate, which I could have booked, is $129.
Obviously a nice savings and I'm happy, but this being my first time at this I found it a little uncomfortable to click on submit and cast my fate to the wind.