The best way to explain the difference is as follows
Gross Income – Adjustments to Income = Adjusted Gross Income (AGI)
Adjustments to income include things like deductions, retirement savings, etc. Anything that lowers your income.
Gross Income is the sum of all your income which includes any overseas income.
Adjusted Gross Income (AGI) is what you end up paying taxes on.