SmartTag, a traceable forensic spray developed by the SmartWater Group, uses a can which dispenses a uniquely coded liquid to tag offenders.
PCSO Katy Balaam, of the policing team in Brookside, said: "The South Safer Neighbourhood Teams are using Smart Tag to help combat the use of off road bikes and quads.
"The can dispenses a uniquely coded liquid to tag offenders."
She asked the public to report riders by calling 101 or emailing firstname.lastname@example.org if they have any information.
Smart Tag was launched in the West Mercia Police region - which includes Shropshire - in Hereford in October 2021 where it was used by door staff in pubs and clubs.
Used in the same way as an aerosol, the responding door security officer pulls the safety pin, aims and sprays the individual with a unique forensic liquid which links them to the scene long after the incident has taken place.
West Mercia Police has been asked to comment.