> At minimum, ranking algorithms with this much economic consequence should be auditable.
"At minimum". Immediately preceded by a paragraph starting by "For policy", with sentences like "If discovery now shapes small-business survival, then competition, fairness, and urban regeneration can no longer ignore platform ranking systems" or "tools of local economic policy".
That's perhaps not an outright call for regulation, but it's certainly suggesting it's warranted.
That's not what the author was suggesting (or indeed, what they built). They were trying to untangle the positive feedback bias showing up first in the rankings gives.
I think there's probably a lot more to untangle, but as a first pass it's super cool!
> the most important result isn’t which neighbourhood tops the rankings - it’s the realisation that platforms now quietly structure survival in everyday urban markets.
For any service like this, _of course_ ranking is at the core of it. A more honest article could have started there, eg "since you can't display all results, and doing so is useless to everyone, the heart of these products is their ranking algorithm and choices. Let's examine Google's."
Don't hate the player, hate the game. I hate the game too, fwiw.
Including, of course, the way many popular chain restaurants got there is they make food a lot of people like.
A1 steak house.
AAA1 steak house.
00AAA000 steak house.