The Peeple app is being called "Yelp for people," as users will be able to give reviews on profiles -- corresponding to people -- in three different areas of their life: work, dating and social relationships.
"You should have the right to know who somebody is before you invite them in to your home, around your children. They become your neighbours, they teach your kids, you go on dates with them," the app's co-founder and CEO, Julia Cordray, told the CBC.
She also said that the app, which is in beta now but expected to launch in November, is intended for people to improve themselves.
"You also deserve to see where you could improve," she said. "Think of this as an ability to grow and get some honest feedback."
Many are already expressing hope that it never become a reality. Even celebrities like FABLife's Chrissy Teigen are weighing in.
Many said the app enables people to mistreat and bully each other. The app has a system in place for reporting comments that break their rules, but you can't remove any comments yourself.
#Peeple isn't about providing a service, or filling a niche. It's about making money on the dark side of human nature, always profitable.— Emma Evans (@TrancewithMe) October 1, 2015
Some took issue with the fact that others can create a profile for you, and you can't do anything to remove that once it exists. Even if someone has created a profile for you, though, you cannot receive negative reviews until you sign up with the app.
No one should be obliged to opt-out. Apps like #Peeple should only ever be opt-in. And, right now, there's not *even* an opt-out feature.— Melissa McEwan (@Shakestweetz) October 1, 2015
The Peeple creators responded to the backlash on Facebook, standing by the app and saying that they understood that some people want to be able to opt out of the app.
Cordray told the Guardian on Thursday that they weren't yet sure whether they will add an opt-out feature.
"No promises though as we want to hear from our Beta users and do what they would want since they would likely be our users," she said.
As of Thursday afternoon, the app's website was down but its Facebook page remained.