We would start by testing the Voltage of the battery pack when the scooter is on the ground, the power or key switch is on, and the throttle is fully engaged. If during this test the Voltage significantly drops then that points towards a faulty battery in the pack. If the Voltage does not drop then that points towards another part causing the problem.
Please let us know how it goes and we can take it from there.
Todd priester