Once I walked out a restaurant, and one just showed up on tracker. I walked around the block and found it.
Another time was earlier this week, when Jaybo was temporarily fixed, and I saw an alert saying one was 2 blocks from me.
I only have 16 Snorlaxes so far though. My original goal of playing the game was to fill all my Pokemon storage up with nothing but Snorlaxes.