Back in the Premier League after an eight-year absence, the Eagles have had a topsy-turvy opening five matches in which the low point came against Swansea on Sunday.
Ian Holloway's side were chasing shadows from the outset at Selhurst Park, where the margin of victory should have been much larger than 2-0.
The Palace boss was left particularly disappointed by the display of his recent arrivals, who he gave a dressing down after the match.
Cameron Jerome was one of the 15 summer arrivals and had no arguments with Holloway's appraisal after the home defeat.
"Swansea are a very good footballing side and you have got to give them credit," the on-loan Stoke striker said.
"It is all a new process for us, we have got so many new players and stuff like that.
"It is just finding the right ingredients and getting that understanding together. We have got to do that sooner rather than later.
"We know we can play a lot better than that, but sometimes you have got to hold your hands up and say you were beaten by the better side.
"We have got to move on. If you dwell on things in this league, you are chewed up and spat out.
"Maybe we showed them a little bit too much respect and sat off them. You have got learn to cut out the mistakes as soon as possible.
"If we can do that and make sure we give our all, I am sure we can hurt teams here. It is just about us gelling together. That is not an excuse but all these little factors do add up."
Jerome was one of a number of attacking players brought in over the summer, following Wilfired Zaha's departure to Manchester United and a long-term injury to last season's top scorer Glenn Murray.
Play-off final hero Kevin Phillips was re-signed, Dwight Gayle joined from Peterborough and Southampton's Jason Puncheon penned a season-long loan.
Another arrival was Marouane Chamakh, who moved to south London after a difficult few years at Arsenal.
"The gaffer brought him in and he is a good player," Jerome said of his fellow frontman.
"I don't think he had a fair crack of the whip at Arsenal and he works very hard for the team.
"He is unselfish and brings other people into play. We can work that and he can be a key focal point for the team.
"The more you play, the more you get an understanding. Sometimes you hit it off instantly but sometimes it takes time to click. The manager has got competition for places."