American Samoa is about 2.6 times smaller than Chicago.

Chicago is approximately 590 sq km, while American Samoa is approximately 224 sq km, making American Samoa 37.98% the size of Chicago.
Tip: This to-scale comparison of Chicago vs. American Samoa uses the Mercator projection, which distorts the size of regions near the poles.