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Here is an example of what a cluster might look like:

Posted: Sun Dec 22, 2024 8:34 am
by hasinam2206
To easily find potential clusters for your topic, use the clustering report in Ahrefs’ Keywords Explorer tool.

Enter your primary keyword and view the Related Terms report , where you'll find groups by primary topic or key terms.

Relevant terms

This method allows your content to rank korea telegram for a variety of keywords, which broadens the reach of the topic on your website. It also helps your brand establish itself as an authority in a particular industry.

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Advanced keyword clustering
If you're looking to take your skills to the next level, you can build your own model for intent identification and clustering using a combination of SEO APIs and machine learning models.

It's a complex process that's not for everyone, but it's widely recognized as an advanced SEO tactic that delivers results.

For example, you can collect a list of keywords using the Ahrefs API , use a large language model to determine the intent of each keyword, and then apply a model such as BERT or a specially trained model to automatically cluster the keywords.

Many SEO experts, including Patrick Stokes, Nick Ranger, Sally Mills, and others, have successfully implemented similar techniques. Here’s an example of how Sally implemented it :

keyword list

If you're doing corporate SEO or working on a large website, it's important to find ways to automate tasks like topic clustering for a large list of keywords, especially when your budget is limited.