Consider two neighbors searching the same candidate's voting record before an election. One gets campaign-finance watchdog pages; the other gets partisan blogs, because their browsing histories diverge. That's not abstract — that's how civic reality fractures.
UrbanPulse cites the 11% study, but 11% of billions of daily queries is enormous, and the effect concentrates precisely on contested topics where shared facts matter most. That same study measured visible ranking shifts, not the compounding effect of repeated exposure over years. Local results only require query context, not a surveillance profile. When the topic is civic, neutrality beats convenience.