In today’s digital landscape, one of the first things that marketers will stress is the importance of delivering a more personalized experience to customers. This isn’t a goal aimed solely at increasing conversions; it’s also just as much about the growing expectations of a modern costumer.
It was only five years ago people were awed when Amazon was able to recommend a product they’d love. Today, users expect that Netflix will recommend to them another binge-worthy series based on their tastes. In fact, studies have shown that nearly 3/4ths of all users get frustrated with websites that don’t deliver personalized content specifically to them.
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)
How do you meet this high demand for personalized messaging?
The answer is in understanding how to leverage the power of dynamic content and how it makes static content seem obsolete. The art of leveraging dynamic content is all in making your communications read as though they are organic and personalized, not auto-generated and canned. By delivering the right messaging at the right time, your customers will be left feeling that you understand their unique needs and in turn will lead to higher sales and happier customers.
So, What is Dynamic Content/Personalization?
Dynamic content refers to the elements of a landing page or email that change depending on a user’s information or past behavior. For instance, the hero image of an email could change to display an image of a particular product line that the user has shown interest in. An online shop could display product recommendations based on a user’s previous purchases or even browsing history instead of simply displaying something along the lines of “Our Top Products”. Another example is an offer on a web page might change for first-time visitors vs. visitors with a higher lead score who are likely ready to buy. This can be used to entice them to finally buy/convert with an offer they can’t refuse.
Ultimately, dynamic content creates a personalized experience for every individual user. So instead of everyone who lands on your site or receives your email seeing the exact same content, visitors will see something unique to them depending on how they have interacted with your company before. Utilizing dynamic content gives you the ability to show users the right content & the right offers at the right time of their sales journey.
How to Apply Dynamic Content to Your Marketing Efforts
Landing Pages:
Landing pages are a great way to convert leads into customers. The impact of delivering a personalized message to every user is monumental when it comes to conversion rates. A simple way to get things going is by integrating the lead’s name into the page design, and then reference products the lead has already used throughout the page so that it flows with content that they are familiar with (and hopefully feel comfortable with!). Another example is if a lead has already downloaded one of your opt-in rewards/gated content, you could display another offer to ensure that she remains active within your funnel and active.
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)
Email:
Delivering dynamic content to users in email campaigns is a great way to increase open rates and conversions. You can There’s much more to personalizing an email than including the user’s name. Content can be changed depending on where a user is or their browsing history.
Forms:
You can offer a far better user experience with personalization through your forms on your website. When a user is identified as “known,” the site can present variations of forms displayed, also called progressive profiling, or even hide them altogether. For example, an unknown visitor might receive a form with a special offer and a known visitor might simply need to confirm their email, or get a different form altogether with more in-depth questions so that you can further profile that user. Another very common example is a known visitor directed to a login page instead of a registration page.
Recommendations:
Both Amazon and Netflix use data-driven recommendations to encourage users to purchase more items or continue their subscription. Amazon pioneered the use of dynamic content for hyper personalized product recommendations. They are doing this not just on their site but through all their marketing channels. Recommendations do not have to be product specific only. You could also recommend content from your blog based on the articles a user has previously read. This helps to remove content from the boundaries of repeat purchases and to ensure users see as much of your content as possible.
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)
Dynamic Search:
On sites with hundreds or even thousands of pages, on site search results can become overwhelming and unhelpful very quickly. You can, however, use individual user data as well as global interaction data to deliver a personalized, user-friendly experience. One method would be to suggest the most frequent search queries (think Google Search’s autocomplete feature). Additionally, your site can deliver results based on a user’s preferences. For example, a user might prefer a particular brand of clothing or only buy items within a certain price range, with this information, you can use personalization to only serve them up products that fits their buying profile leading to higher conversion rates.
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)
How Can Dunn Solutions Turn Personalized Messaging into More Sales with Dunn Solutions
Conceptually speaking, dynamic content is actually relatively straightforward. Making it work, on the other hand, can be much harder to accomplish without the right tools and the right planning.
You will need:
- A central marketing database to store your lead records
- A dynamic content generator to display information in a number of different elements and automatically show or hide elements based on the available data
- Landing Pages that are malleable enough to work hand in hand with your content generator
- And an Email Marketing Platform that can integrate in the same way as your landing pages.
Luckily, marketing automation platforms make providing personalization to your users a lot easier. They act as central hubs for the above systems and are generally a one stop shop for your marketing needs across all of your channels. Things like landing page and email builders that let you point and click to swap out options – all without having to touch any code are just one example of features that you would find within these tools.
Once you’ve collected relevant data on your visitors (things like name, location, page visits, purchase history, etc.), you can then use that data to swap out content on your landing pages & emails to target users on an individual and hyper personalized basis.
For example, a customer visits an online retailer, looks at several products, decides to make a purchase, enters his personal information into the order form and buys the product. His contact details, the purchase made and the other products he looked at are all data that is relevant to him and should be stored in his lead record. The next time this same customer visits the ecommerce site, the website will recognize him, access his stored data and serve up products that are complimentary to his previous purchases.
How You Can Leverage Marketing Automation & Personalized Messaging into Sales with Dunn Solutions
While these Marketing Automation tools give you all the tools that you will need to create a cohesive and hyper personalized omni-channel marketing blanket, you will still need to ensure that you are setting yourself for success on the front of the implementation so that you do not have conflicting or “dirty” data.
Now is the time to act and begin integrating dynamic content into your marketing strategy. Mastering methods, application and implementation can be a stumbling block, but that doesn’t have to be the case. Dunn Solutions Group can show you the ins and outs of dynamic content and give you the guidance to start integrating personalized messaging into your marketing. Contact us today!