Observed arrival · 2026-10-24
Kairon tries to separate human readers from email bots
A Hungarian newsletter and automation service presents reporting that distinguishes human engagement from bot-inflated opens and clicks.
- For
- Hungarian newsletter senders tracking campaign performance
- Worth noticing
- The sample report compares 52.4% raw opens with about 31% adjusted opens and lists the filtering reasons.
Field notes
The example dashboard places raw and adjusted campaign metrics side by side and compares a recent result with the sender’s own historical median, rather than an industry benchmark. A sample event log gives individual reasons for filtering, including an open three seconds after delivery and a security scanner clicking three links at once. The page also describes sending safeguards with explicit bounce and complaint thresholds; the extracted homepage does not show an operational product account.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue