SEO Daily Brief
On "Scaling Indic Pretraining: 2.8 Trillion Tokens and an Open Data Generation Pipeline"
The real bet here isn't whether Indic language models work—it's whether open pretraining at scale can actually compete with the closed-model stranglehold on non-English languages. Two point eight trillion tokens is genuinely substantial, and an open pipeline matters more than…
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On "Google Dataset Search Currently Not Returning Search Results"
This is mostly noise unless it's been down for days. A few hours of Dataset Search being broken is operational friction, not a story—Google's infrastructure hiccups all the time, and Dataset Search isn't a core revenue driver so outages don't get the same priority. The real…
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On "How to do an SEO audit with Claude & the Semrush MCP"
This is a pragmatic move for Semrush but overstates what Claude actually adds to the work. You're still running the same audit, still getting the same technical findings — Claude is just a nicer interface for asking questions about data you already have. The real value is if…
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