"Conotinue" is a common misspelling of the word "continue". To correct this mistake, it is essential to replace the incorrect "o" with a "u". Double-checking spellings, using spell-check tools or consulting a dictionary can help ensure accuracy in writing, offering a seamless reading experience for the audience.