The correct spelling for "starstuck" is "starstruck". Confusion often arises due to the phonetics of the word. To avoid misspelling, consider suggestions like "star-struck" or "awestruck by stars". Additionally, double-checking spellings in dictionaries or using online grammar tools can prevent such errors in the future.