Just at the end of Harvey Feud, the first commercial of Beat the Chefs aired. It featured the set, which on the Beat the Chefs website we saw one side is the "Home Kitchen" and on the other side is the "Chef's Kitchen". At the end of the commercial they show the judges table, which is basically set up as an American Idol/America's Got Talent judges table.
The narrator of the commercials just says the basic information about the show "It's Culinary Chefs against Average Joes"
Personally, I hope this and American Bible Challenge do well for GSN. They both look really good, probably the best hour-long originals GSN has produced in years (forget the 2009 ones). But, the method GSN is using for programming these two originals is horrible. In one week the same episode of Beat the Chefs will repeat 6 times in a week, and 'Bible' will repeat 8 times that same week. GSN has done this with these hour-long originals before, and it hasn't worked.
But, as long as the 8pm and 9pm slots on Thursday pushed numbers above 400K, these shows aren't going anywhere.