Finally posting after reading through a lot of threads here — hope someone has direct experience with this.
I've tested a few already and the pattern seems to be that the fancier the interface, the more they're trying to distract from a thin user base. Substance over style is what I'm after.
Negatives are genuinely useful here. Knowing what doesn't work saves just as much time as finding what does.