We revisit batch signatures (previously considered in a draft RFC, and used in multiple recent works), where a single, potentially expensive, "inner" digital signature authenticates a Merkle tree constructed from many messages. We formalise a construction and prove its unforgeability and privacy properties. We also show that batch signing allows us to scale slow signing algorithms, such as those recently selected for standardisation as part of NIST's post-quantum project, to high throughput, ...