A surety bond would give potential customers more confidence that you are a professional painter. You will need to determine what aspect of your work needs to be bonded. You might be interested in looking at SBA's Surety Guarantee program. You should find a surety bonding company and negotiate your terms.
Here are a couple of links that might be of help:
* SBA surety bond information
* Surety Bond Guarantee