PERSONAL CONTEXT SEARCH IS THE REAL SEO APOCALYPSE

Summary from the TLDR Founders newsletter

Google will launch a personal context search that adds everything it knows about you to queries. It would turn a search like "coffee" into "oat milk latte near my 2 pm meeting that won't make me late" automatically. This fragments SEO because profitable generic searches are split into millions of hyper-specific queries nobody can optimize for - sites dominating "best laptop" lose traffic to niche players matching individual contexts. The shift means SEO moves from keywords to being genuinely useful for specific moments, while Google's data moat makes this advantage permanent.