Duplicate guest profiles are commonly created when a new reservation is entered without first checking for an existing guest profile. Over time, these duplicates can lead to inconsistent guest information, missed history, or inaccurate reporting. Visual Matrix Cloud provides a History Merge tool within the Guest Profiler that allows you to identify and merge duplicate guest profiles into a single record. This helps maintain clean guest data and ensures reservations and guest history remain associated with the correct profile.