How many calories are in a pound of body fat?
The familiar 3,500-calorie rule comes from the approximate energy density of human adipose tissue, which is why it is often used to answer short-tail searches such as calories in a pound and 1 pound fat calories. It is directionally useful, especially when comparing different timelines or target sizes.
The important catch is that body fat, body tissue, and scale weight are not identical. A one-pound change on the scale can include water, glycogen, gut content, and sometimes lean mass as well as fat mass, so the number works better as a planning heuristic than as a literal promise.