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Sentiment Analysis VS Social Signals

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Sentiment Analysis VS Social Signals

Sentiment Analysis VS Social Signals

What Is Sentiment Analysis?

Sentiment Analysis is an automated process that combines algorithms, machine learning, and Natural Language Processing (NLP) to extract insights or analyze sentiments behind a text. With the help of this program, you can know whether a social media post or reviews are “positive,” “negative,” or “neutral.” 

It is extremely essential to be aware of what is sentimental analysis, especially when you want to gain insights into your brand. Why? Sentimental analysis or opinion mining helps brands to know what customers think of their products or services. Also, One can know about people’s opinions on their competitors’ brands. In short, sentimental analysis is a crucial part of brand monitoring. 

We live in times where almost everyone is heading on to social media platforms to share their opinions. From giving feedback to reviewing products, people express themselves in different ways on the Internet. Hence, it becomes crucial for companies to learn customers’ opinions on their brands to evaluate how their products or services are performing in the market. 

However, manually classifying the vast amount of data available on the Internet as “positive” or “negative” or “neutral” is a challenging task. It is not only tiring but time-consuming. It is where sentimental analysis comes to your rescue. 

Another strategy used for SEO monitoring is social signals. Let’s understand what social signals are.

What are Social Signals?

We all love sharing, retweeting, liking, pinning, or commenting on the social media posts that get our attention. However, do you know that all this helps a website to rank higher in search results? Yes, the more the engagement or interaction, the higher is the ranking!

Sharing, liking, or building engagement on social media posts all come under social signals. With social signals, you can derive more organic traffic, social backlinks and improve your website’s search results across various search engines such as Google, Yahoo, Bing, etc. 

Social signals play a vital role in marketing. It is a great marketing strategy to increase the visibility of your website or blog. Nonetheless, it’s important to note that your site’s ranking is not directly affected by social signals. They affect various other factors, which in turn increases the ranking of your website. For example, social signals lead to greater visibility, traffic, and engagement on your social media handles. All these factors, in turn, increase the ranking. 

Moreover, social signals are used to gain popularity, build an audience on social media platforms, and indirectly marketing your brand.

There are many tricks and strategies that you can use to increase social signals. Some of them include posting more content or posting regularly, using social icons, targeting the right audience, organizing contests and giveaways to widen your social media community, doing collaborations, and so on. 

Although both sentimental analysis and social signals are marketing strategies, there is a difference between the two.

Now, let’s discuss their differences.

What Is the Difference Between Sentimental Analysis and Social Signals?

Unlike social signals, sentimental analysis is used solely for brand monitoring. Its main purpose is to gain insights and public opinion on your products or services. However, social signals are not specifically used for brand monitoring or analyzing customers’ feedback. Social signals are used to build engagement and interaction on your social media platforms.

For instance, suppose that you use the Facebook marketplace to run your business. In that case, the sentimental analysis will help you know customers’ response to your products or services. You can use sentimental analysis to analyze the feedback your products are receiving. In case your products get more negative feedback, you can improve your product accordingly.

However, if you are a content creator on Instagram, you will need social signals. Social signals, such as targeting the right audience, or organizing giveaways, will help you increase engagement on your social media handle. As a result, your site will rank in the search results. 

Hence, sentimental analysis is particularly used for brand monitoring and analysis by companies. At the same time, social signals are used for gaining organic traffic on your social media platforms. 


Almost every company has an online presence nowadays. It becomes important to learn about your customers and their opinions about your brand in such a case. However, it is not possible to achieve it manually. To solve this problem, sentimental analysis comes in handy. Sentimental analysis or opinion mining lets you gain insights into your brand. Not only that, but you can also learn about your competitor’s popularity in the market. 

With many people shifting on the Internet to express themselves, online marketing becomes highly essential. Social signals are another such marketing strategy used to build engagement on your social media platforms. 

Be it sentimental analysis or social signals, knowing the opinions of your customers or viewers is crucial. And it’s not as easy as it seems. Hence, using the right programs or algorithms, such as sentimental analysis or social signals, is the key to optimize your brand or online presence. 



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