Kreayshawn produced and directed the song's music video herself. "My favorite part about the video shoot was the breakfast party in the kitchen," she said. "It was so colorful and just how I envisioned it when I wrote the treatment." Before the video's premier, she described the concept behind the video as, "[...breakfast is] the most important meal of the day, so everybody needs their breakfast. It will be a great music video because I directed it and everything I direct is great." The video premiered on her official VEVO channel on May 21, 2012, one day before being officially released on iTunes. Rap artist formerly known as Tity Boi, 2 Chainz, makes an appearance the video. The video features Kreayshawn and others pouring maple syrup over breakfast food items, such as pancakes and cereal. In the chorus, Kreayshawn raps, "'I'm hungry/ Hungry for this money/ Call me Kreay Hefner/ Playboy bunny," alluding to Hugh Hefner and his Playboyadult magazine empire.
Breakfast (Syrup) was generally well received by music critics. Charlie Norwood of MTV Buzzworthy called "Breakfast (Syrup)", "..a synthed-out 808 party jam that's not breaking any ground, but it's catchy." Furthering the review, he said, "Just when Kreay's voice [...] is about to give you a stroke, 2 Chainz (who's now legally required to be on every new rap song) shows up in a rain jacket with two gallons of syrup to save the day." Norwood criticized the track, calling attention to the drug subculture allusions. He pointed out that, while the song was destined to be a hit with teenagers, parents might miss the drug undertones. He closed the critique by saying, "Enjoy having your 20-year-old college dropout with a codeine dependency and $20,000 in nondeferrablestudent loan debt move back home," as a result of listening to the song.Complex Magazine named the song the third worst song of 2012.Allmusic picked Breakfast (Syrup) as highlight while NME commented "... on ‘Breakfast (Syrup)’ – featuring 2 Chainz – she stoops to rhyming the word "breakfast" with "breakfast" (but at least the chorus "I got all the syrup/I got all the syrup/Juice, cheese, bread, breakfast!" is a quotable play on food/money). She’s said before that passion, not talent, has fuelled this album. And these tunes have passion coming, well, out of their ovaries..."