A new D.C. zoning rule would allow Zipcar to legally park its cars in neighborhood lots and alleyways — the places where it already parks them.

The Zoning Commission gave preliminary approval last week to a new zoning rule, allowing car-sharing services to rent private spaces in residential neighborhoods around the city.