ProFrac

Intangible assets: patents from the USWS acquisition and proprietary e‑frac know‑how are positives, and management cites 187+ patents, many protecting electric fleet technology. Brand is serviceable but not dominant vs Halliburton, Liberty, Patterson‑UTI or ProPetro.

Switching costs: low; customers can and do re‑bid frac crews often on <12‑month horizons. Network effects: none. Cost advantage: partial through in‑basin sand (8 mines, ~21.5 Mtpa), dual‑fuel/electric fuel savings and internal manufacturing, but peers also source in‑basin sand and fuel‑efficient power.

Efficient scale: local advantages exist around certain mines and last‑mile routes, but not enough to deter capable entrants. Weighted view yields a modest moat at best, vulnerable to pricing cycles and technology parity.