There are typical LLM voices and styles, just like human writers have differentiated voices and styles. And some common elements of the typical LLM style are distinct from humans I've previously read.

When you say "we" you're talking about Twitter, right?

Anytime I see “this is not just x, it’s y” i can almost guarantee with high degree of confidence that slop was used.