The most plausible reason that the energy industry spends the least on marketing is:
There is little competition among energy providers.
In many regions, energy markets are often dominated by a few large providers or operate as regulated monopolies, which reduces the necessity for aggressive marketing. When consumers have limited choices, companies may feel less pressure to invest heavily in marketing efforts.