Sebrena Clough, 38, went missing at around 11.40am on Friday in Woodside.
She is described as average height and medium build with brown hair. She is wearing a green parka coat, grey jeans and white trainers.
Detective Inspector Jo Whitehead said West Mercia Police, along with Sebrena’s family, were growing increasingly concerned for her welfare.
“Through our enquiries we have identified that Sebrena walked through the Waltondale area of Woodside at 11.50am on Friday morning," she said.
"We are still trying to establish where she went after this sighting. I’d like to thank the public for their support so far in our enquiries to try and find her. We continue to urge anyone with information or dash-cam, CCTV or doorbell footage to please come forward immediately.”
"If you see Sebrena please ring 999. If you have any information that may help us locate her please ring 101, reference 00317i of March or email DL-GCID@westmercia.police.uk."