"GDP is a concrete measure that is difficult to fake"

Government expenditure on services is included in GDP at cost. Transfers to individuals are not.

Transfer the same to an individual in return for their hours and it will be included in GDP. Instant boost of GDP with no material change in output.

It's very easy to fake because GDP isn't all transfers, it's just some of them and like all dividing lines the one chosen is largely arbitrary.