We strengthen the connection between the Ahlfors-regular (AR) conformal dimension Confdim of a compact AR metric space and a certain critical exponent of the Poincaré profiles of its hyperbolic cone in the sense of Bonk–Schramm. We prove that the two values are equal in two situations: firstly, when is a product where is a compact AR metric space; and secondly when is quasi-isometric to a Heintze manifold where is diagonalisable. A key tool is a lower bound for for combinatorial round trees which also applies to various random group models and families of Coxeter groups. We also show that for a torsion free hyperbolic group , if and only if Benjamini–Schramm–Timár’s separation profile grows faster than for some , if and only if Confdim. On the other hand, we find new, non-virtually-Fuchsian examples of groups with the same separation profile as . All these results imply various obstructions to coarse and regular embeddings of such groups.

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