How does Google decide when to bold synonyms for query keywords?

How does Google decide when to bold synonyms for query keywords? - Google Search Console is a free application that allows you to identify, troubleshoot, and resolve any issues that Google may encounter as it crawls and attempts to index your website in search results. If you’re not the most technical person in the world, some of the errors you’re likely to encounter there may leave you scratching your head. We wanted to make it a bit easier, so we put together this handy set of tips about google-search, keywords, , to guide you along the way. Read the discuss below, we share some tips to fix the issue about How does Google decide when to bold synonyms for query keywords?.Problem :


When you type keywords in the search, Google will bold the requested keywords as well as their synonyms.
For example if you type Japanese cars, the synonyms like vehicles will be bold as well. But not all of them are bold, sometimes even car is not bold either.



Is there a certain rule when Google decide when to bold certain keywords and their synonyms? Is there a way to find out what synonyms use for each keyword?


Solution :

Google search algorithm has progressed so that it look at latent semantic indexing, where it creates buckets of similar keywords that it will infer as having a shared meaning, particularly when used in conjunction with one another.



Whilst slightly outdated this article covers the way Google's synonym algorithm works and says that over 70% of searches are affected by the synonym algorithm. They explain that the way they decide whether to bold a synonym is:




Historically, we have bolded synonyms such as stemming variants —
like the word "picture" for a search with the word "pictures." Now,
we've extended this to words that our algorithms very confidently
think mean the same thing, even if they are spelled nothing like the
original term.




Google says that the same words may not always appear bolded because they analyse:




other words in your search and use many signals




They way that Google determines keywords that will fit in the various buckets is by:




Our systems analyze petabytes of web documents and historical search data to build an intricate understanding of what words can mean in different contexts




As I have said this article is slightly outdated, but seems to cover your question well. over the last 3 years this technology is likely to have been advanced significantly and the way they determine keywords is likely to have become significantly more accurate, however, the general principles will be similar



I see more synonyms being bolded on page two but that's probably different for everyone. If there is a rule or algorithm like any other which Google has, they won't give a specific answer.



Two good pages about how they use these are below



Matt Cutts blog More info about synonyms at Google



and



Google Blog Helping computers understand language


If the issue about google-search, keywords, , is resolved, there’s a good chance that your content will get indexed and you’ll start to show up in Google search results. This means a greater chance to drive organic search traffic to your site.

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