It is easy to show that if diam(G) is infinite, then diam(G(complement))<=2, so consider the case where G has a geodesic of length 4, say A-B-C-D-E. Note that no other edges on this set of vertices can be in G, so they are all in the complement. If G has no other points you are done. If it has another point X, then X can only connect to vertices that are at most two apart.from each other, in which case there will be paths of length at most 2 from X to any vertex in the complement. If there is another vertex Y in G, then you can check that d(X,Y)<=2 in the complement as well by considering how X and Y can connect to each other and the five geodesic vertices in G.
There is probably some clever way of doing all this without an explicit construction, but it's been a while since I've done any graph theory and I don't recall what theorems may be available..
Thank you. I finally understood it.