WASP-12b does, however, emit light because of its high temperature, giving it a red hue similar to a hot glowing metal.

2600 C should be hot enough that the whole planet shines like a lightbulb. Of course it is dark compared to the parent star, but if you imagine a blacksmith holding a ~3000 K hot object in front of you, it would shine like a halogen bulb.