Some transition from mice to rats with no problem, some take time and patience, and some never switch and are considered "mousers".
Since yours already took a rat, stick to rats. Be patient. Offer weekly. Don't offer more then weekly, that can cause stress and lead to more refusals.
The scenting trick mentioned above is great advice.