The 20-year-old has scored eight goals in his last five games for the Potters Under-23s, having grabbed attention with his seven-minute hat-trick in a cup-tie against Southend United last year.
Fylde have been keen to strengthen their options up front since losing Joe Piggott and recent signing Mark Cullen to season-ending injuries.
Taylor becomes new manager James Rowe's third signing in a week, following defender Kyle Morrison and midfielder Will Hatfield.
Thanks for reading. If you value what we do and are able to support us, a digital subscription is just £1 for your first month. Try us today by clicking here