When attempting to spell "credibility", some common mistakes include using "credibiltity". To avoid this error, remember to replace the "i" with an "i" and "i" with an "i" after the "b". Proofreading and using spell-check tools can help eliminate such misspellings, ensuring accurate communication and maintaining credibility.