High-energy astrophysical neutrino fluxes are, for many
applications, modeled as simple power laws as a function of
energy. While this is reasonable in the case of neutrino production
in hadronuclear pp sources, it typically does not capture the
behavior in photohadronic pγ sources: in that case, the
neutrino spectrum depends on the properties of the target photons
the cosmic rays collide with and on possible magnetic-field effects
on the secondary pions and muons. We show that the neutrino
production from known photohadronic sources can be reproduced by a
thermal (black-body) target-photon spectrum if one suitably adjusts
the temperature, thanks to multi-pion production processes. This
allows discussing neutrino production from most known pγ
sources, such as gamma-ray bursts, active galactic nuclei and tidal
disruption events, in terms of a few parameters. We apply this
thermal model to study the sensitivity of different classes of
neutrino telescopes to photohadronic sources: we classify the model
parameter space according to which experiment is most suitable for
detection of a specific source class and demonstrate that different
experiment classes, such as dense arrays, conventional neutrino
telescopes, or radio-detection experiments, cover different parts of
the parameter space. Since the model can also reproduce the flavor
and neutrino-antineutrino composition, we study the impact on the
track-to-shower ratio and the Glashow resonance.