Rarity doesn't *always* mean a lot. However, it usually means an item is less likely to appear in a shop. The highest rarity items may only appear once or twice a month in a regular shop.
Also, R10+ food items count toward your pet's gourmet list and are rewarded by the Obese Fairy.