Based on my experience, if your cover letter is free from obvious spelling or grammatical errors and shows you actually read the job description, you're easily in the top 5% of applicants.
Also, and maybe this is just a pet peeve, but the cover letter should be the body of your email. Lots of young applicants write this strangely informal email and attach a completely generic cover letter that doesn't even have my name in it.