If it appears like Google search is altering sooner than ever, it’s not your creativeness. Google reported an astonishing 4,367 “launches” in 2021, up dramatically from 350-400 in 2009. On common, that’s practically a dozen modifications per day.
Many of those greater than 25,000 modifications have been undoubtedly very small, however some have been outright cataclysmic. What can we study from 9 years of Google rankings information, and the way can it assist us put together for the long run?
Is the algorithm heating up?
Because of our MozCast analysis challenge, we now have day by day algorithm flux information going again to 2014. The visualization beneath exhibits 9 full years of day by day Google “temperatures” (with hotter days representing extra motion on web page one in all rankings):

Whereas 2022 was actually hotter than 2014, the sample of rising temperatures over time is way more difficult than that. In some instances, we will’t map temperatures on to algorithm updates, and in others, there are identified causes exterior of Google’s management.
Take, for instance, the WHO declaration of the worldwide COVID-19 pandemic on March 11, 2020 (#8 within the labeled occasions). COVID-19 modified shopper habits dramatically within the following months, together with big shifts in e-commerce as brick-and-mortar companies shut down. Whereas it’s probably that Google launched algorithm updates to answer these modifications, COVID-19 itself reshaped international habits and search rankings together with it.
The summer season of 2017 is a wholly totally different story, with unexplained algorithm flux that lasted for months. In truth, we nonetheless don’t actually know what occurred. One chance is that Google’s Cell-first index replace triggered massive shifts in rankings because it was being examined within the yr or extra previous the official launch, however at this level we will solely speculate.
What have been the most popular days?
Whereas among the hottest confirmed days on Google from 2014-2022 have been named updates, such because the “core” updates, there are just a few attention-grabbing exceptions …

The most popular day on document in MozCast was a serious outage in August of 2022 that measured a whopping 124°F. Whereas this corresponded with {an electrical} hearth in an Iowa-based Google information heart, Google formally mentioned that the two events were unrelated.
The eighth and tenth hottest confirmed days over these 9 years have been critical bugs within the Google index that resulted in pages being dropped from the search outcomes. Our evaluation in April of 2019 measured about 4% of pages in our information set disappearing from search. Fortunately, these occasions have been short-lived, nevertheless it goes to point out that not all modifications are significant or actionable.
The biggest search penalty on document was the “Intrustive Interstitial Penalty” in January of 2017, that punished websites with aggressive popups and overlays that disrupted the person expertise.
What was the most important replace?
If we’re speaking about named updates, the highest-temperature (i.e. largest influence) was truly a penalty-reversal, part 2 of the Penguin 4.0 replace in October of 2016. Part 2 eliminated all earlier Penguin penalties, an unprecedented (and, to this point, unrepeated) transfer on Google’s half, and a seismic algorithmic occasion.
Have in mind, this was simply the influence of undoing Penguin. If we issue within the 7+ main, named Penguin updates (and presumably dozens of smaller updates and information refreshes), then Penguin is the clear winner among the many 1000’s of modifications from 2014-2022.
What’s in retailer for the long run?
Finally, Google’s “weather” isn’t a pure phenomenon — it’s pushed by human selections, and, sometimes, human errors. Whereas we will’t predict future modifications, we will attempt to study from the patterns of the previous and browse between the traces of Google’s messaging.
As machine studying drives extra of Google search (and Bing’s current launch of ChatGPT capabilities will solely speed up this), the alerts from Google will probably develop into much less and fewer clear, however the themes of the subsequent few years will in all probability be acquainted.
Google needs content material that’s helpful for searchers, and displays experience, authority, and belief. Google needs that content material delivered on websites which might be quick, safe, and mobile-friendly. Google doesn’t need you to construct websites purely for search engine marketing or to muddle their (costly) index with junk.
How any of that’s measured or codified into the algorithm is a way more difficult story, and it naturally evolves because the web evolves. The final 9 years can train us in regards to the future and Google’s priorities, however there’ll little doubt be surprises. The one assure is that — so long as folks want to search out data, folks, locations and issues, each serps and search engine marketing will live on.
For a full checklist of main algorithm updates again to 2003’s “Boston” replace, try our Google algorithm update history. For day by day information on Google rankings flux and SERP function traits, go to our MozCast SERP monitoring challenge.