The actress told E! Online that the network has treated the comedy "like the ugly stepsister".
"They moved us around, they took us off the air for months," she said. "I do feel a little disappointed in how they've treated the show."
A recent report suggested that Cougar Town - which also stars Courteney Cox - could move from ABC to cable channel TBS.
"If TBS is willing to launch the show in a real great way and we would actually have like billboards and commercials, that would be really cool," said Philipps, who plays Laurie Keller.
"[I'm] really excited about the possibility [of switching networks]. I feel like if it really happens it's kind of going to be like best case scenario for all of us."
Cougar Town currently airs on Tuesdays at 8.30 / 7.30c on ABC. In the UK, the series airs on Sky Living.
> 'Cougar Town' Josh Hopkins joins NBC pilot 'Lady Friends'