A poor run of form has seen the Potters dragged into a tussle for Premier League survival and they are now just three points above the drop zone.
Pulis believes the solution to their current struggles is not complicated - it requires hard work and rebuilding confidence.
"We have to keep working hard and believe," he said, quoted in the Daily Mirror.
"As a manager I'll keep fighting on. I have never been relegated as a manager but that's in the past.
"We have to look to the future and the important thing is getting the players' confidence together."