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Data-driven Marketing: How Graphs & Charts Transform Digital Strategies

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Data-driven Marketing: How Graphs & Charts Transform Digital Strategies

In the world of digital marketing, data is king. With so much information available, it can be overwhelming to try and make sense of it all. One of the best ways to gain insight into digital marketing trends is through the use of graphs.

Graphs can help to visualize complex data sets and identify patterns that may not be immediately apparent when looking at raw data. In this article, we will explore the top nine graphs for revealing digital marketing trends.

Line Graphs For Digital Trends

Line graphs are one of the most commonly used graphs in digital marketing. They are particularly useful for showing how a particular metric has changed over time. For example, a line graph could be used to show how website traffic has changed over the course of a year.

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By plotting data points over time, it is easy to see any trends or patterns that may have emerged. Line graphs can also be used to compare data sets over time, such as comparing the performance of two different marketing campaigns.

Chord Diagrams Connecting Different Marketing Channels

Chord diagrams are a type of visualization that show the connections between different variables. They are often used to show the relationship between different parts of a complex system or network.

In digital marketing, chord diagrams can be used to show how different channels (such as social media, email marketing, and search engine marketing) are related to each other. By visualizing the connections between different channels, businesses can optimize their marketing mix and ensure that each channel is working together to achieve their marketing goals.

Scatter Plots for Digital Correlations

Scatter plots are often used in digital marketing to show the relationship between two different metrics. For example, a scatter plot, designed by a graph creator, could be used to show how the bounce rate on a website correlates with the time spent on the site. 

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By plotting data points on an x and y axis, it is easy to see any correlations that may exist between the two metrics. Scatter plots can also be used to identify any outliers within a data set.

Bubble Charts Show How Differing Variables Relate to Each other

Bubble charts are similar to scatter plots, but they add a third variable to the mix by varying the size of the bubbles based on a third data point. This can be a useful way to visualize trends and patterns in complex data sets.

In digital marketing, bubble charts can be used to show how different variables (such as ad spend, click-through rate, and conversion rate) are related to each other.

Bar Graphs for Quick Comparisons

Bar graphs are another common graph used in digital marketing. They are particularly useful for comparing different data sets. For example, a bar graph could be used to compare the conversion rates of two different landing pages.

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By presenting data in a visual format, it is easy to see which landing page is performing better. Bar graphs can also be used to compare data sets over time, such as comparing the number of leads generated by two different marketing campaigns.

Heat Maps Revealing Behavior

Heat maps are a unique type of graph that are particularly useful for analyzing website user behavior. Heat maps show how users interact with different parts of a website by using different colors to represent user engagement.

For example, a heat map could be used to show which parts of a landing page receive the most clicks. By analyzing heat maps, marketers can identify areas of a website that may need to be optimized to improve user engagement.

Pie Charts For Categorical Divisions

Pie charts are often used in digital marketing to show how a particular metric is divided among different categories. For example, a pie chart could be used to show how a company’s social media followers are divided among different age groups.

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Pie charts are particularly useful for highlighting the most significant categories within a data set. However, it is important to keep in mind that pie charts can be difficult to read when there are too many categories.

Funnel Charts Reveal Bottlenecks

Funnel charts are a type of chart that shows how many users or customers move through a series of steps in a process. They are often used in digital marketing to track the conversion rate at each stage of a sales funnel.

By visualizing the drop-off rate at each stage of the funnel, businesses can identify potential roadblocks or bottlenecks in the conversion process and take steps to optimize their marketing strategy.

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Gantt Charts for Keeping Campaigns on Schedule

Gantt charts are a type of bar chart that show the duration of each task in a project, as well as the start and end dates. They are commonly used in project management to track progress and deadlines.

In digital marketing, Gantt charts can be used to plan and track the progress of marketing campaigns. By breaking down a campaign into smaller tasks and assigning deadlines to each one, businesses can ensure that their marketing efforts stay on track and meet their goals.

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Conclusion

In conclusion, digital marketing is a complex field that requires businesses to track and analyze a large amount of data. Charts and graphs are essential tools for visualizing this data and identifying trends and patterns.

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By using the right types of charts and graphs, businesses can gain insights into their marketing performance and make data-driven decisions to optimize their marketing strategy.

From line graphs and scatter plots to heatmaps and chord diagrams, there are a variety of charts and graphs that businesses can use to reveal digital marketing trends and stay ahead of the competition.


Data driven Marketing How Graphs Charts Transform Digital Strategies

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Quiet Quitting vs. Setting Healthy Boundaries: Where’s The Line?

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Quiet Quitting vs. Setting Healthy Boundaries: Where's The Line?

In the summer of 2022, we first started hearing buzz around a new term: “Quiet quitting“.

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Microsoft unveils a new small language model

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Microsoft unveils a new small language model

Phi-3-Mini is the first in a family of small language models Microsoft plans to release over the coming weeks. Phi-3-Small and Phi-3-Medium are in the works. In contrast to large language models like OpenAI’s ChatGPT and Google’s Gemini, small language models are trained on much smaller datasets and are said to be much more affordable for users.

We are excited to introduce Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding and math benchmarks.

Misha Bilenko Corporate Vice President, Microsoft GenAI

What are they for? For one thing, the reduced size of this language model may make it suitable to run locally, for example as an app on a smartphone. Something the size of ChatGPT lives in the cloud and requires an internet connection for access.

While ChatGPT is said to have over a trillion parameters, Phi-3-Mini has only 3.8 billion. Sanjeev Bora, who works with genAI in the healthcare space, writes: “The number of parameters in a model usually dictates its size and complexity. Larger models with more parameters are generally more capable but come at the cost of increased computational requirements. The choice of size often depends on the specific problem being addressed.”

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Phi-3-Mini was trained on a relatively small dataset of 3.3 trillion tokens — instances of human language expressed numerically. But that’s still a lot of tokens.

Why we care. While it is generally reported, and confirmed by Microsoft, that these SLMs will be much more affordable than the big LLMs, it’s hard to find exact details on the pricing. Nevertheless, taking the promise at face-value, one can imagine a democratization of genAI, making it available to very small businesses and sole proprietors.

We need to see what these models can do in practice, but it’s plausible that use cases like writing a marketing newsletter, coming up with email subject lines or drafting social media posts just don’t require the gigantic power of a LLM.



Dig deeper: How a non-profit farmers market is leveraging AI

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Navigating the Video Marketing Maze: Short-Form vs. Long-Form

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Navigating the Video Marketing Maze: Short-Form vs. Long-Form

Navigating the Video Marketing Maze Short Form vs Long Form

Are you torn between using long-form or short-form videos for your small business marketing campaign? Well, you are not alone. Despite 89% of consumers wanting to see more brand videos, there is no one-size-fits-all answer about the ideal video length.

However, this should not deter you from creating an effective video strategy. In 2023, people watched an average of 17 videos per day, highlighting the influence of video content in today’s digital landscape.

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Both short-form and long-form videos offer unique advantages and come with their set of challenges. Join me as I uncover the benefits and limitations of each video format to help you make informed marketing decisions.

What are Short-Form Videos?

Short videos typically range from 30 seconds to less than 10 minutes long. They are popular on social media platforms like TikTok, Instagram, Snapchat, and YouTube.

Short-form videos deliver brief yet engaging messages that quickly capture the viewer’s attention. Here are some popular types of short-form video content.

  • TikTok Challenges
  • Instagram Reels
  • Snapchat Stories
  • YouTube Shorts
  • Twitter Video Ads

Benefits of Short-Form Videos

A previously cited report shows that 39% of marketers find short-form videos, ranging from 30-60 seconds long, more successful. The same study reports that 44% of customers prefer watching a short video to learn about a brand’s offerings.

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So, it is evident that short-form videos have their benefits. Let’s take a closer look at some of them.

Attention-Grabbing 

Short-form videos capture attention quickly, making them ideal for the fast-scrolling nature of social media platforms. Your audience is more likely to watch them in their entirety compared to longer content.

Cost-Effective Production 

Creating short-form videos requires less time and resources compared to longer videos. As a small business owner with a limited budget, using short-form videos can be cost-effective. 

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Increased Engagement

Short-form videos engage viewers due to their crisp and concise nature. This results in more likes, comments, and shares that boost your content’s visibility and increase brand awareness. 

Integrating short-form videos into your influencer marketing campaigns can further amplify your reach to new and diverse audiences. 

Highly Shareable

Short videos are highly shareable. This makes it more likely for your viewers to share them, increasing their virality. 

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There are multiple benefits of adding video to your website including increased engagement, improved SEO, and enhanced user experience.

Limitations of Short-Form Videos

While short-form videos offer many advantages in content marketing, they also present some challenges.

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Limited Message Depth

Due to their brief duration, short-form videos may struggle to convey complex or detailed messages. Longer videos might be more suitable if you need to communicate intricate information.

Competition for Attention

Standing out on platforms flooded with short-form video content can be challenging. You must create content that stands out to avoid becoming lost in the sea of other videos.

Shorter Lifespan 

Short videos may lose their relevance with time. They can quickly get buried in users’ feeds, leading to a shorter visibility and engagement period than longer, evergreen content. 

This means you must consistently create short-form videos to maintain audience interest over time.

Limited SEO Impact

Short-form videos may be more challenging to optimize for search engines than longer, more keyword-rich content. This can affect the discoverability of your content outside the social media scene.

What are Long-Form Videos?

Long-form videos are typically longer, ranging from a few minutes to several hours. They extend beyond a few minutes to several hours, providing ample time for in-depth topic exploration and detailed content. 

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These videos are particularly suitable for educational content, product demonstrations, and narrative-driven storytelling. Long-form videos are common on platforms like YouTube and Vimeo. Common types of long-form video content include:

  • YouTube Series
  • Webinars
  • Educational Tutorials and Courses:
  • Behind-the-Scenes Content 
  • Interviews and Conversations

Advantages of Long-Form Videos

Long-form video content is the fastest-growing segment, with videos above 30 minutes experiencing tremendous growth over the years. Let’s explore some of the benefits behind this growth.

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Establishes Expertise and Credibility

Long-form videos allow you to provide in-depth information about various subjects, establishing your brand as an authority. Potential customers will likely trust and rely on your insights when you consistently deliver valuable content.

Builds Strong Audience Connections 

The more your audience watches your videos, the more they become familiar with your content and brand. This consistent engagement promotes trust and loyalty, helping you create deeper connections with your audience.

Provide SEO Optimization Opportunities

Long-form videos keep your audience engaged for a longer duration than short ones. This signals search engines that your content provides value, resulting in higher rankings and increased visibility. 

Besides, these videos provide opportunities to optimize for relevant keywords. This Attrock guide offers more insights into the value of SEO for your small business. 

They Are Sustainable

Unlike short videos, well-produced and valuable long-form videos have an extended shelf life. They can continue to attract views and engagement over an extended period, contributing to a sustainable content strategy.

Instagram reels are also a part of short videos and you can get benefits from this platform by integrating it with your website. You can learn how to embed Instagram Reels on websites and get extra benefits from your Reels.

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Drawbacks of Long-Form Videos

Despite their benefits, long-form videos also have certain limitations, including:

Attention Span Challenges

Between distractions, juggling tasks, and information overload, user attention span quickly diminishes. Viewers may lose interest and disengage from your long video before its conclusion.

Navigating the Video Marketing Maze Short Form vs Long FormNavigating the Video Marketing Maze Short Form vs Long Form

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Complex Production Process

Creating high-quality long-form videos requires more resources, including time, equipment, and skilled personnel. This can be disadvantageous, especially for small businesses with limited budgets.

Platform Limitations

Some social media platforms and video hosting sites may limit video length, making it challenging to distribute long-form video content. You may then be forced to repurpose your content to suit various platforms. 

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Short-Form or Long-Form Videos: Which Are Better?

Now that you know the benefits and limitations of each format, which one should you choose? Short-form or long-form videos?

Well, it all boils down to considering several factors, such as: 

Content Objectives

What do you want to achieve from your video marketing campaign? Short-form videos are highly effective for quick brand exposure and generating buzz. Long-form videos, on the other hand, contribute to a more in-depth understanding of the brand.

Target Audience Preferences

Audiences with short attention spans likely prefer short-form videos, while long-form videos appeal to those seeking a more immersive experience.

Similarly, short-form videos may appeal more to younger audiences, while older demographics may prefer the depth of long-form content.

Platform Dynamics

Various platforms support different content formats. Short-form videos are well-suited for platforms like TikTok, Instagram, and Snapchat. On the other hand, platforms like YouTube and Vimeo are better for hosting longer videos.

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Industry Type

Short-form videos would be ideal if your industry thrives on trends, entertainment, and quick messages. However, long-form videos are effective for industries requiring in-depth explanations or educational content.

Bottom Line 

Ultimately, choosing short-form or long-form videos depends on your business’s specific needs and goals. Since both formats have advantages and limitations, making a choice may prove difficult. 

However, it doesn’t have to be an uphill task. The key lies in recognizing when to incorporate each video format into your marketing strategy. Understanding your audience and its needs allows you to combine both formats strategically, maximizing the benefits of each. 

Continuously analyze performance metrics and adapt your video marketing strategy accordingly to ensure optimal engagement and conversion rates.


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