Yes, gold chains can be tough to detect. Try your detector on another gold chain like it if you can. Also depends on how small the gold chain is. A high frequency detector like 40 khz and higher is best on gold chains. If you have too you could try to rent a metal detector like the Minelab Equinox 700, 900 with a 6" coil or a Nokta Gold Kruzer.