BERT and Natural Language Understanding in Search
BERT changed how Google reads the words in a query in relation to each other. What it does, what it changed in…
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BERT changed how Google reads the words in a query in relation to each other. What it does, what it changed in…
Every confirmed Google algorithm update from Panda in 2011 to the 2026 core updates, what each one targeted, and which parts of…
Google's first core update aimed only at Discover ran 22 days and named three goals. What it changed for non-US publishers, and…
Google named expired domain abuse a spam policy in March 2024. Why domain age was never a ranking factor, and what the…
The December 2025 core update ran 18 days across the holiday period. What Google confirmed, why the three-week estimate was unusual, and…
Core updates, spam updates and manual actions are three different mechanisms with three different fixes. How to tell which one hit your…
Core updates are not penalties, and treating them as one leads to expensive mistakes. What the difference means for how you respond…
The median Google core update rollout is about 14 days, but the range runs from 6 to 45. Every logged duration since…
A week-by-week plan for after a core update: what to diagnose, what to fix, and what not to touch. Built around how…
No verifiable public dataset of core update recoveries exists. What Google has documented, what a real recovery claim needs, and which changes…
Volatility trackers show that search results moved, not that Google moved them. How to read a tracker spike, and when an unconfirmed…
Four tests that separate a genuine Google algorithm impact from mere coincidence. Run all four before you tell anyone an update hit…
A time-boxed competitor SEO analysis: find your real search rivals, pull the keyword gap, tear down their pages, and leave with three…
The week a Google update lands, silence gets filled by trackers and forum threads. What to send in 24 hours, what to…
Branded and non-branded search measure different things. How to segment them in Search Console, what each series proves, and the ratio question…
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