1975 interview with Lynyrd Skynyrd (the original band members). One minute into the interview they are asked about the band's name. Check it out on YouTube:
https://www.youtube.com/watch?v=ep15rFi6rMQ
I tend to believe this story since it was repeated so many times over the years.