I would take it a bit further and ask all web developers to try to use your own site with a screen reader and turn off your monitors. It's quite an experience. For Windows, use JAWS, for Mac, use Voiceover (it's free and embedded to Mac OS)
It is, but it is mostly meaningless unless you are willing to spend a lot of time doing that and thus coming closer to the true experience of the blind users.