The first indicator that your deli meat may be spoiled is a notable change in appearance: if the meat has taken on a brown, gray, or yellowish hue, or if you notice any mold growth, it should be tossed right away. If the appearance of the meat seems normal, give it a sniff, and if there’s a foul, sour, or unusual scent, the meat has gone bad.