Putting this to the room because most popular free dating apps like tinder is where I keep getting stuck. Same story on fewer bots: you get further if you compare two platforms in the same fortnight. Bots apps is the clearest case of it — how many first messages actually land is a better predictor than the size of the ad budget.
The bots apps angle is worse, because the practical move is to run a reverse image search on suspiciously polished photos. I judge bots apps on one thing: nothing improves until you set the radius tighter than feels natural. Applied to fewer bots, half the frustration disappears once you screenshot the pricing page in case it changes.
For fewer bots in particular, it is worth checking the ratio of matches to conversations before you look at the badge on the download page. On most popular free dating apps like tinder specifically, the platform auto-renews without a clear warning, so it pays to check what the free tier gates before investing time. Happy to be told I am asking the wrong question about fewer.