When recruiting volunteers, practice “cultivation”.

Just as you would nurture seeds and plants in a garden to ensure maximum growth, so you must nurture potential volunteers.  This means that a “one time ask” might not be sufficient to encourage someone to commit to a project.  You may need to invite them to events at your agency, introduce them to other volunteers and talk with them over a period of time to help them feel comfortable.  It is worth the time!