About Rewards - JCPenney JCPenney credit cardmembers are automatically enrolled in JCPenney Rewards and are eligible to earn rewards points on purchases made with their JCPenney credit card account. For each $1 spent on a qualifying purchase at JCPenney stores or jcp.com using your JCPenney credit card account, you will receive 1 JCPenney Rewards point, up to the point ...