Thieves stole an Audi car from a outside a house in Fisher Avenue, Rugby on Thursday after taking keys from the property.
The incident was reported shortly after 9am. The thieves made off in the black A4, but stole nothing else.
Anyone who witnessed any suspicious activity, or has any information about the whereabouts of the vehicle, is asked to call Warwickshire Police on 101. Alternatively contact Crimestoppers, anonymously, on 0800 555 111 or www.crimestoppers-uk.org