Let X,Y,Z be locally compact spaces, φ a continuous mapping of X×Y into Z, and λ,μ measures on X,Y. For λ and μ to be φ-convolvable, it is necessary and sufficient that the mapping (x,y)↦εφ(x,y)=εx∗εy of X×Y into M(Z) be scalarly (λ⊗μ)-integrable for the topology σ(M(Z),H(Z)), in which case
λ∗μ=∫X×Y(εx∗εy)dλ(x)dμ(y).
To say that λ and μ are φ-convolvable signifies that, for every f∈H(Z), f∘φ is (λ⊗μ)-integrable, that is, for every f∈H(Z) the function (x,y)↦⟨f,εφ(x,y)⟩ is (λ⊗μ)-integrable, that is, again, that the mapping (x,y)↦εφ(x,y) of X×Y into M(Z) is scalarly (λ⊗μ)-integrable for σ(M(Z),K(Z)). If this is the case, then
⟨λ∗μ,f⟩=∫f(φ(x,y))dλ(x)dμ(y)=∫X×Y⟨εφ(x,y),f⟩dλ(x)dμ(y),
whence λ∗μ=∫X×Yεφ(x,y)dλ(x)dμ(y).
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.
Nothing.