5 Viral Photos That Fooled Everyone - How does one figure out that a photo is fake? It takes a keen eye, some experience, and a gut feeling. Some people don’t even need a background in photography or graphic design to know a picture is fake, while other photos are so well put together that it can require a magnifying glass and analytics to figure out whether a photo is legitimate.