When encountering the misspelling "gradguate", there are a few correct suggestions that could rectify the error. One option would be to change it to "graduate", which is the proper spelling. Another possibility could be "graduette", a less common variation. However, it is important to ensure accuracy and use the correct spelling whenever possible.