Goater, who still has a year left on his contract with The Royals, had been reported to be a target for the League Two side but this has been dismissed by Robins boss John Ward.
"There is absolutely no truth in it whatsoever," he said.
"It's one of these ridiculous things that start somewhere and ends up in the paper. But Shaun Goater isn't coming to Cheltenham."