as the others have indicated, there is a range. However, age is also a factor in determining whether a percent body fat is acceptable or not. I found a link to a good table that will give you more information.
For the average woman anything over 31% is considered obese.
For the average male anything over 24% is considered obese.
For the well conditioned women anything under 14% is not considered to be ideal and for the well conditioned male anything under 6% is not considered ideal.
Remember that fat aka adipose tissue is fuel source when we are at rest so the body needs fat stores in order to fuel the body’s organs.