The area above the right elbow was particularly predictive of mole totals. Legs, too, were strongly linked with the final figure, while men's backs also highlighted an increased risk.
Dr Simone Ribero, the lead author, said the study would help GPs: "The findings could have a significant impact for primary care, allowing GPs to more accurately estimate the total number of moles in a patient extremely quickly. This would mean that more patients at risk of melanoma can be identified."
People with white skin average about 30 moles, although some have up to 400. The reason for the differences is unknown, as is the function of moles.
Previous research has shown that up to 60 per cent of a person's susceptibility to moles is inherited.
Dr Claire Knight, health information manager at Cancer Research UK, said the study "could be helpful because we know that people with lots of moles have a higher risk of melanoma."
Other risk factors for melanoma include having red or fair hair, fair skin, light-coloured eyes or sunburn.
"But less than half of melanomas develop from existing moles. So it's important to know what's normal for your skin and to tell your doctor about any change in the size, shape, colour or feel of a mole or a normal patch of skin. Melanoma can develop anywhere on the body, and is most common on the trunk in men and the legs in women," said Dr Knight.
Malignant melanoma is the fifth-most common cancer in the UK; more than 2,000 people die from it per year. The study is published in the British Journal of Dermatology.
In New Zealand, new skin cancers total about 67,000 per year, compared to a total of 16,000 for all other types of cancer.
Rates of melanoma in New Zealand and Australia are four times higher than those in the UK, US and Canada.