It seems appropriate that, for a website whose purpose is to make links which raise your suspicions, the visual design itself also raises your suspicions.

Just looks like every other generic framework oriented site.

which bit are you getting an AI smell from?

gradient background, card, button

Perhaps, but nearly every tutorial in all the modern frameworks demonstrate this exact style.

Have you looked at a website in the last 10 years?