When cross-matching large batches of Rubin Observatory (LSST) alerts against a large catalog such as Gaia stored in HATS format, a common question is whether telescope visit pointing information can be used to restrict the search region. While this seems intuitive, in practice grouping alerts by HEALPix cell is usually more efficient and scalable.
This document explains why.