"I was taken aback," says White House spokesman Josh Earnest.
“No one really cares what you had for lunch,” the first lady says of photos they might post.
Obama said he believes his daughters would say he is a "good, fun dad."
The first family's daughters attend the Sidwell Friends School in Washington.
The president and first lady said their kids should "get a taste" of low-income work.