Continuity on the compact product of unit spheres bounds the bilinear map: there is such that . This follows by scaling each nonzero vector to unit norm; if one factor space is zero, the map and the relevant assertion are trivial.
Bilinearity gives the exact expansion
The proposed derivative is linear and bounded, with . Set . Its remainder obeys
Thus the derivative of a continuous bilinear map is the Fréchet derivative