Blast from the past! Caps for Sale, by Esphyr Slobodkina, has been a favorite of both our older kids so far. I suspect our third will have a go at it soon enough as well!
Here's Alrik reading along with Sam at age 4:
And here's Mikko reading with Sam at 2 and a half:
This book is one of the best for read-aloud fun!