Bots now generate 57.5% of web traffic. See the data behind the 2026 crossover, why AI agents changed the timeline, and what it means for your site.
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About: John Vuong
A Results-oriented Marketer specializing in end-to-end campaign management. Expert at bridging the gap between data-driven optimization and brand strategy. Proven track record of delivering multi-channel success by integrating SEO, SEM, Social, and ABM into a unified framework that maximizes ROI.
I am also a self-taught Canadian landscape and street photographer. I began taking photos over a decade ago as a hobby and learned the craft independently by watching online tutorials and studying photographers such as Thomas Heaton, Mark Denney, and Sean Tucker.
Articles by John Vuong
AI Content Isn’t the Problem. Scaled, Unreviewed Content Is.
Google isn’t penalizing AI content in 2026, it’s enforcing against manipulation and scaled thin content. Here’s what the May 15 spam policy update and March core update actually target, and how to stay clear of both.
