The article argues that while "always be testing" was beneficial in 2016 due to looser budgets and platform forgiveness, it has become risky by 2026 because of tighter budgets, longer learning phases, and increased signal fragmentation. It emphasizes the need for content creators to adopt structured experimentation systems using agentic AI to design smarter tests that minimize risk and maximize insights, rather than continuing unstructured testing practices.
Read the full article at Search Engine Land
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