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Bot Detection


Open Rates: Cracking the Code on Interest and Audience Fit
In the bustling world of email newsletters, open rates seem like a straightforward metric: just a percentage of people who bother to click open. But there is a ton of value hidden beneath the surface, much like spotting a raw diamond in the rough. You might correctly identify it as a stone, but it takes polishing and faceting to reveal its true luster. Viewing open rates as merely "did they open or not" is like seeing just the rough stone; once you clean the signal, segment
Kyle Katzen
Nov 106 min read


Email Autopsy: Fixing Your Newsletters with Data
Part 2: Bot Busting – Evicting the Uninvited Guests Inflating Your Email Metrics The Doubt Behind the Analytics You've poured your heart into those newsletters. Crafting stories that hit just right, tweaking subject lines until they sing, and hitting send with that quiet hope that someone's day gets a little brighter because of your words.But then the doubt creeps in, whispering questions like, "Am I even reaching real people, or is this all just noise in the void?" Your emai
Kyle Katzen
Nov 110 min read
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