This case study used screen-capture technology and a cued retrospective think aloud called the "virtual revisit think aloud" to understand teachers' self-directed online learning (SDOL) experiences. Three elementary teachers were involved in a series of in-depth, one-on-one SDOL sessions where they informally used the Internet for their professional learning. Nine think aloud transcripts and three interview transcripts were analyzed using qualitative methods. Additionally, nine 20-minute screen-capture recordings were analyzed using a time sampling observation analysis in which participants' web-based actions were tallied in 10-second intervals. The analyses led to four main themes related to participants' cognitive processes as well as overall trends of participants' web-based actions. Findings from this study provide preliminary insight into the feasibility and value of SDOL over time.