Soft-Serve Sweetener Testing: Overrun, Draw Hold and Melt | Hengliyuan
Direct answer: A sweet soft-serve sample still needs separate checks for overrun, draw hold, timed melt, temperature, package and service conditions.

Why sweetness is not the whole test
A high-intensity sweetener can restore perceived sweetness without restoring solids, freezing behavior or air structure. Compare sweetness with overrun, draw appearance, hold shape, timed melt and temperature in the real mix and machine.
What to record in a sample comparison
Record the base, fat and protein, total solids, stabilizer or emulsifier system, machine, mix temperature, draw temperature, serving format, package and service window. Keep immediate draw notes separate from project-defined timed observations.
What the sources do not prove
The cited studies and guidance support a better test list. They do not provide a Hengliyuan dosage, universal overrun or melt threshold, shelf-life result, delivery guarantee or automatic market approval.
What should buyers verify before a commercial discussion?
This is a buyer education Resource. It explains a natural sweetener, application, sourcing or validation question before a commercial discussion.
Product fit, label treatment, regulatory status and finished-product performance still need target-market and real-base checks.