How to leverage TF IDF for SEO to compete with your competitors

How to leverage TF IDF for SEO to compete with your competitors

SEO has its different dimensions. Among them, one of the most underrated ones is TF IDF which most of the SEOs do not even utilize. When it comes to the performance of semantic search this feature of SEO comes in handy. In this context, we will uncover vital segments of TF IDF for SEO which you can implement in your SEO strategy moving forward with your SEO campaign.

tf idf for seo

What exactly is TF-IDF for SEO?

TF acronym for: Term Frequency

In a word, the term frequency is the occasions a word or expression appears in your content. Periodically advertisers attempt to follow SEO best practices identified with the occasions they often put a keyword in the content, normally no less than at least four. Assuming you needed to expound on a high-protein diet, and the keyword “plant-based protein” seemed four times, then, at that point, your term frequency would be four.

TF = (Number of times a term appears in the piece of content) / (Total number of terms in the piece of content)

For example, let’s assume that the term “seo agency” in a document of 100 words shows 12 times. 

Your TF would be = 12/100=  0.12

IDF acronym for: Inverse Document Frequency

Simply put, the inverse document frequency lowers the value of highly common words while increasing the value of unique phrases and lesser-used terms.

IDF = log_e(Total number of documents / Number of documents with term in it)

Let’s put the second part of this formula to use. Say that from 1,000,000 results, some are mentioning “seo agency” and the number count is 409,000 times.

Now let’s solve the problem:

IDF(SEO agency) = log_e(1,000,000/ 409,000 with term SEO agency in it)= 0.38

TF*IDF = Term Frequency times Inverse Document Frequency= 0.12 * 0.38= 0.046

Then you have also a result of your own TF*IDF. For the word “seo agency”, you have 0.017 while your competitor’s average is 0.046, which is greater than you.

The data indicates that the term ‘seo agency’ is a common denominator in content that is ranking highly in the SERP.

How to USE TF IDF for SEO with Webtool

First up, log on to the webtool dashboard to get started as shown below:

webtool login

Then click on the TF IDF option from the dashboard here as shown below:

tf idf option

Thereafter put your site with the competitor site on the respective fields to get started with the analysis:

Then you will have a handful of suggestions which you can implement on your site as shown below:

Also, you can get an additional downloadable suggestion with terms to be used on your site.

Benefits of TF IDF

Helps to Find Content Gap and Utilize New Content Strategy

Some SEOs use TF-IDF to break out the shackles of monotonous content strategy and come up with new content plans. They might run a TF-IDF analysis on the websites of their competitors to discover concepts they have never used before, or scan their own pages to find gaps in their content.

Enhance existing content with catchy information

TF IDF assists in terms of boosting your old school contents and pave the way for a new dimension. In the long run, this will skyrocket your SEO effort.

Sidenote:

You can add various tools in terms of analyzing the TF IDF for your site. They are as follows:

  • Link-Assist.com uses TF-IDF analysis in its SEO Audit tool.
  • SEObility has a free TF-IDF tool if you just want to test this optimization option.
  • TF-IDF tool, like the name sounds, helps you optimize your page content.