Here, we will discuss an important topic: social media data collection. To create products and services your customers love, you need to understand who they are, what matters to them, and how they interact with your brand. In other words, you need real-time data from customer interactions.
Collecting these pieces of data directly is expensive and time-consuming. Luckily, you don’t have to — social media platforms automatically collect and store information about people who interact with your content.
In this article, we’ll discuss five types of data social media platforms collect and how to use social media for data collection to grow your business.
1. Behavioral Social Media Data Collection
Behavioral social media data collection looks for patterns users frequent during their journey to complete an action that advertisers want; whether that action is a purchase, visiting a website, or sharing a post on social media is up to the advertiser to distinguish. Here are some examples of behavioral social media data points:
- Transactional Social Media Data: Subscriptions, purchases, previous purchases, average order value, cart abandonment data, average customer lifetime value, customer loyalty program details, etc.
- Social Media Usage: Repeated actions, task completion, feature usage, feature duration, devices used, etc.
- Qualitative Social Media Data: User attention, heatmaps (clicks, scroll, mouse movement data), time on site/time on the app, etc.
2. Social Media Engagement Data Collection
The engagement data collected and measured by social media networks tracking how users interact with their social media platform, third-party sites, and their advertisers’ platforms. Here are some examples of social media engagement data metrics gathered about users:
- Website and Mobile App Interactions: Website visits, app stickiness, most viewed pages, user flow, traffic sources, etc.
- Social Media Platform Engagement: Post likes, post shares, post replies, native video views, etc.
- Email Engagement: Open rate, click-through rate, bounce rate, email forwards, etc.
- Customer Service Information: Number of tickets, complaint/query details, feedback, etc.
- Paid Ad Engagement: Impressions, click-through rate, cost per click, ad conversions, etc.
3. Personal Social Media Data Collection
Personal social media data is the information about a person’s identity that could jeopardize that person’s identity. Many of these data points are not available for marketers to access to protect the user’s identity and security, but some less-revealing data points are accessible like birthdays, gender, and age. Here are some examples of personal social media data:
- First name, last name, or full name
- Location: Country, state, city, ZIP code, or an exact physical address
- Email address
- Login usernames and/or passwords
- Driver’s license number
- Social security number
- Passport number
- Credit card or debit card details
- Date of birth
- Phone number
- Gender
- Race and ethnicity
- Age or age group
- Information about their job and employment history
4. Attitudinal Social Media Data
Attitudinal social media data collection is essentially data collection about the feelings and emotions of social media users. This data measures how users perceive certain messages, social media content, and other information. Because of its subjective nature, attitudinal data is usually compiled using surveys, polls, interviews, user feedback, user complaints, reviews, etc. Here are a few examples of attitudinal social media data collected about users:
- Motivations and challenges
- User satisfaction
- User sentiments
- The desirability of the social network
- User preferences
- Purchase criteria or preferences
Related: User-generated content examples
5. Social Media Preference Data Collection
The best way to describe preference data on social media is how a user identifies or supports various activities, ideas, content, etc. A few examples of a user’s social media preference data include:
- Political affiliation
- Religious beliefs
- Food preferences
- Favorite activities
- Movie and show genres
- Sports teams
How to Use Social Media Data Points For Your Business
To pull out the social media data that is useful to your company, you need to answer the following questions:
- Who is my target audience?
- What social networks do they use regularly?
- How do they interact with social media networks?
Once you’ve answered these questions, it’s much easier to narrow down the social media data that will be most useful to understand your consumers better. For example:
Your company sells themed cakes and one of your target audiences is parents of kids aged 1-16.
After looking at the behavioral data and engagement data of adults 25-45, you determine that your target audience spends most of their time on Facebook and Instagram, with a small amount of Twitter interaction as well. They use the platforms to share pictures of their kids and family, keep up with friends, catch up on news, and laugh at funny videos and pictures.
That’s a robust start to learning more about a customer’s target audience. With this information, you have a better understanding of which social media data points would be helpful to better target and engage with your audience. Preference data points that would help you learn more about your consumers and reach them include:
- Favorite sports teams
- Movies or shows they watch
- Vacation deals
- Food preferences (including diets and food allergies)
- Family activities
With this information, your cake company could create targeted ads for user groups who are fans of Star Wars movies and shows and offer custom Star Wars-themed cakes. Your company can become a more relatable and relevant option than other cake companies that take a more general approach to their social media advertising.
There are lots of different social media data points collected about users; not all of them are useful for creating marketing campaigns. With the right social media data, companies can not only learn more about their consumers’ behavior on social media, but they can also uncover deeper insights about how their consumers (and potential customers) think, feel, and act when presented with different situations.
Does your company use social media to understand your customers better? What data points do you find the most insightful? Let us know!
