The engagement trap
Optimizing for engagement converts civic intent into outrage and noise, destroying the signal the platform exists to carry.
The pattern
To grow, a platform adopts the metrics and mechanics of consumer social media: time on site, virality, gamified participation. Those mechanics reward the loudest and most extreme content. The civic signal the platform was meant to carry drowns in the noise.
How it shows up
Feeds tuned for outrage. Vanity metrics standing in for civic value. The most strident voices crowding out the representative ones. "Growth" that wears away the product's reason to exist.
What Agora does about it
Agora refuses engagement-maximization, dark patterns and gamification. It has no feed tuned for virality and no vanity metrics standing in for civic value. What it measures is constituency-weighted signal: how a district's own residents respond, not reach or noise.