Topic clustering is an important element of SEO. but many people no longer consider it an “advanc.” tactic. as it has become an integral part of modern SEO content creation strategies.
If you are new to thematic clustering. remember its main stages:
- Creating a list of keywords.
- Grouping keywords by similar content.
- Creating content for each group.
- Building internal links between relat. materials.
Here is an example of what a cluster might look like:
To easily find potential lithuania mobile database clusters for your topic. use the clustering report in Ahrefs’ Keywords Explorer tool.
Enter your primary keyword and view the Relat. Terms report . where you’ll find groups by primary topic or key terms.
This method allows your using reddit for keyword research content to rank for a variety of keywords. which broadens the reach of the topic on your website. It also helps your brand ws database establish itself as an authority in a particular industry.
Advanc. 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 recogniz. as an advanc. 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 train. model to automatically cluster the keywords.
Many SEO experts. including Patrick Stokes. Nick Ranger. Sally Mills. and others. have successfully implement. similar techniques. Here’s an example of how Sally implement. it :
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 limit..
4. Data analysis and forecasting results
SEO is closely ti. to working with data. Without analytical skills. it can be extremely difficult to create comprehensive strategies that will be effective for clients.
In my opinion. data analysis is key to any type of data-driven marketing. especially in this day and age. However. to develop more advanc. skills. you don’t ne. to process more data. but rather change your approach and find interesting and useful insights.
The difference is that the underlying data on the left is readily available in any analytics tool. It doesn’t require a lot of searching or in-depth analysis.
However. this data is not always useful or actionable. especially when you share it with clients or executives who don’t always understand its value or know what decisions to make bas. on it.
Instead. the findings on the right link specific actions to results. They can be us. to justify increasing SEO budgets. Such observations allow non-SEO specialists to understand what specific steps were taken to achieve the result and why it is worth investing in what brings success.
