I've done a lot of independent research and genuinely run out of useful unsponsored sources.
What I keep running into is apps with impressive global numbers and almost nobody active locally. That's a dealbreaker for me.
Negatives are just as useful as positives here. Knowing what to avoid saves as much time as finding what works.