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Election 2020 Web Change Monitor
An ML-powered monitoring tool that crawls and analyzes changes to US election candidate websites
verified Jul 15, 2026 · HTTP 200
CohortClass of 2020What it is
An ML-powered monitoring tool that crawls and analyzes changes to US election candidate websites. It detects code, content, and visual modifications across campaign sites, trained on patterns from prior election cycles to surface the most significant updates.
HTTP liveness
8 probes since Jun 16Jun 16Jul 15
AliveHard-dead (404/5xx/parked)RedirectedUnverified (timeout/DNS/block)
Observed events
probes · press · GitHub- Jun 16, 2026First probe — liveAlive · 200 OK
Moat
Data moat
moderate
moderate · 0.80 confidence
Text classification · Jun 2026
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Pulse Indexobserved activity
8 probes0 pressGitHub –Tranco –
Not enough observed signals for a Pulse Index (needs 2+ signal families).
Cohort survival · Class of 2020weekly
135 products launched in 2020 · 96% still active
129 active6 sunset
Still active
96%
Median lifespan
4.9y