Here Is How Google May Use Machine Learning During Crawling

Nov 12, 2020 - 7:31 am 0 by

Google Machine Learning Crawling

Martin Splitt from Google said Google may be using machine learning in crawling in production right now, or it might be just an experiment, but here is how it does use machine learning for crawling in search. I should note, as far as he is aware, machine learning is not used for rendering in Google Search.

In yesterday's JavaScript SEO office hours with Martin Splitt of Google, I asked Martin at the 19:58 mark into the video if Google uses machine learning for crawling or rendering. Martin said he believes Google does for crawling but not for rendering.

How does Google uses machine learning for crawling? Two ways, for predicting quality of the URL before Google crawls it and for predicting the freshness of the URL before Google crawls it.

Predicting Quality

"I know we are using machine learning to identify or to predict what we will get from a crawl in terms of quality," Martin Splitt of Google said. He said it is interesting to try to "predict what kind of quality we can get from a specific crawl before it happens." He said the reason for that is because it would allow Google to "schedule crawling more intelligently."

Should Google bother using resources to crawl a URL that might not be worth its time, because the page is not high enough quality to warrant it is the question the ML is trying to answer.

Predicting Freshness

Martin Splitt said "the same goes for if we can predict freshness, as in do we know that we have to schedule this web site daily or is there, can we gather signals to tell us not to do this daily."

So Google can use machine learning to predict this for sites where Google does not have that much data for, i.e. content change frequency data.

He clarified "but I am not sure if we are using this in production or this is an experimental so far."

Here is the video embed at the start time:

Forum discussion at YouTube Community.

 

Popular Categories

The Pulse of the search community

Search Video Recaps

 
- YouTube
Video Details More Videos Subscribe to Videos

Most Recent Articles

Google

Google Search Bitcoin Charts Gone - It's A Bug

Feb 9, 2025 - 11:45 am
Search Forum Recap

Daily Search Forum Recap: February 7, 2025

Feb 7, 2025 - 10:00 am
Search Video Recaps

Search News Buzz Video Recap: Google Volatility, Google Ads Quality Update, Google AI Overviews Updates & Other Search Engines

Feb 7, 2025 - 8:01 am
Google Search Engine Optimization

Google Says People Know When Author Bios Are For SEO Purposes

Feb 7, 2025 - 7:51 am
Google Ads

Google Ads Keyword Planner New Auto-Organize Keywords To Ad Groups

Feb 7, 2025 - 7:41 am
Google Maps

Google Business Profiles Reinstatements Now Include Case & 5 Upload Documents

Feb 7, 2025 - 7:31 am
Previous Story: How Google Passage Indexing Might Look In The Search Results