To prove a genuine relationship for a K-1 visa application, you must provide evidence such as photographs of the couple together, personal correspondence, and written statements from family and friends. Additionally, the couple must have met in person at least once within two years prior to filing the visa petition, unless an exemption applies due to cultural customs or extreme hardship.