A first victory can change the tone of a season quickly.
That combination matters. Teams searching for rhythm often need one chaotic, hard-earned afternoon to get moving. If Accrington have indeed come through a tight game rather than a routine one, the lift inside the squad could be significant. Winning when the margin is slim can build belief as much as a comfortable scoreline.
The most important trend here is simple: Caton appears to be finishing chances early in the season.
Every lower-league side needs a player who can turn momentum. Caton looks capable of being that figure. When a team is still settling, a forward in form can cover for flaws elsewhere and drag points from difficult games.
The scoreline also hints at the next challenge.
Accrington will not want this to stand alone as an emotional spike. The next step is backing it up: another positive result, another sharp attacking display, and perhaps a cleaner afternoon without quite so much drama. If Caton keeps scoring and the side tightens up behind him, this result could look like the moment their season properly started.