Greeting cards can present a bit of a problem for search indexing. Most cards contain meaningful graphic images. Many cards contain inscriptions, either on the front cover or inside or both. These inscriptions are images, not documents. Most inscriptions are in an elegant or stylized script that may not use a recognizable font. Greeting cards often express a particular relationship between the sender and the recipient. These are important factors when designing a search indexing solution. While search engines have improved in indexing images, they fall well short of addressing the requirements for indexing greeting cards. For that reason we looked to artificial intelligence (AI) solution(s) specifically targeted at image recognition to see what they had to offer.