Let X, Y, Z be locally compact spaces, φ a continuous mapping of X×Y into Z, and λ,μ measures on X, Y. Assume that for every x∈X, εx and μ are φ-convolvable. For λ and μ to be φ-convolvable, it is necessary and sufficient that the mapping x↦εx∗∣μ∣ of X into M(Z) be scalarly λ-integrable for the topology σ(M(Z),K(Z)), in which case λ∗μ=∫X(εx∗μ)dλ(x).
Suppose that λ and μ are φ-convolvable. For every f∈K(Z), f∘φ is (∣λ∣⊗∣μ∣)-integrable, therefore the function x↦∫Yf(φ(x,y))d∣μ∣(y)=⟨f,εx∗∣μ∣⟩ (which by hypothesis is defined for all x∈X) is λ-integrable; thus x↦εx∗∣μ∣ is scalarly λ-integrable for σ(M(Z),K(Z)), and
⟨f,λ∗μ⟩=∫Xdλ(x)∫Yf(φ(x,y))dμ(y)=∫X⟨f,εx∗μ⟩dλ(x),
whence λ∗μ=∫X(εx∗μ)dλ(x). Conversely, suppose that the mapping x↦εx∗∣μ∣ of X into M(Z) is scalarly λ-integrable for σ(M(Z),K(Z)). Let f∈K+(Z). Then the function (x,y)↦f(φ(x,y)) is continuous and (Ch. V, §8, No. 3, Prop. 5)
∬∗f(φ(x,y))d∣λ∣(x)d∣μ∣(y)=∫∗d∣λ∣(x)∫∗f(φ(x,y))d∣μ∣(y)=∫∗⟨f,εx∗∣μ∣⟩d∣λ∣(x)<+∞.
Therefore f∘φ is (λ⊗μ)-integrable, so that λ and μ are φ-convolvable.
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.