What’s Inside Behavioral Data?

Personas have been used for a number of years by B2B digital marketers to craft content that aligns with a visitor’s context. But we all know that personas are also so… 2015. The rise in personalization has revealed both the limits and challenges of persona-based content creation — creating and maintaining content for every persona is a lot of work and getting that content in front of the visitor at the right time is tricky.

Move from personas to personalization

In order to get that content in front of the right person, you have to know a bit about the visitor. Usually that’s done with either first party or third party data that you’ve gathered or obtained about the visitor. But both regulatory changes (see GDPR) and industry practices (see ITP 2.1) are going to limit the effectiveness of such tracking in the near future. So you’re going to have to take a different approach to identifying and segmenting users.

Using behavior data and contextual data for segmentation is one way to be able to deliver relevant content in an environment where persona data may not be available. With this approach, visitors don’t need to hand over any personal data for you to best understand who is visiting your site and what their goals are, and what content they need to see to progress their journey.

There are two types of behavioral data 

  1. Historical behavior: What pages have they visited? What have they viewed on the site? What articles did they read? Where have they clicked? What content have they downloaded? Marketers (especially with the help of advanced technology like text analytics and machine learning) can make use of all of this aggregate behavioral and contextual data to model patterns that are associated with task achievement. 
  2. Real-time behavior: Models are great, but putting them to work is where the magic happens. The real-time data related to a  particular customer’s experience (the pages they look at and the context of those pages)is compared to the model. Task predictions take place and content effective at progression towards those tasks are presented to users. At a minimum, contextual data can be used to recommend related content.

Understanding past behavior is the critical input to being able to predict effective future journeys. This type of personalization reduces the workload on content creators because it maximizes the use of content that you already have on your website. It’s also content that your visitors have already told you is effective. 

How do you use behavioral personalization on your site?

Getting started with personalization can be difficult. Many integrated MarTech stacks include personalization capabilities but many companies don’t use those capabilities. Often that comes down to one of two choke points: IT teams enabling some of the capability, and/or content teams creating the content to be presented.

Behavioral personalization can mitigate some of those concerns by using the content that you already have, data that’s readily available, and easy to deploy technologies to offer content suggestions that progress journeys towards completion. 

Despite fitting your persona classification, your visitors and prospects are wildly diverse with no two achieving their objectives in the same way. No amount of information about demographics or firmographics will help solve that journey diversity problem. Behavioral data packs a wealth of knowledge about not just your visitor, but their relationship to your products. Use that and you’ll connect more visitors with the content that matters.

Madeline Moran

About Madeline Moran

Madeline is the Marketing Assistant for SoloSegment, an AI fueled software company that makes website conversions easier through personalized content recommendation.

Personalization — It’s Not Just for B2C

This past year, the demand for personalization is at an all-time high.

According to a Lytics white paper, two-thirds of customers want brands to adjust content based on their real-time context. Over 40% are annoyed if you don’t. And another two-thirds of those said they skip making a purchase out of annoyance.

That’s not just a problem for retail.

The Future of Personalization

Marketing’s future is not just about knowing about your customer’s identity. That dream is slowly being killed off by companies like Facebook abusing their power, getting marketers slapped with legal restraints.

But you have far more data than that. You have the potential for behavior based personalization. Track what buyers come to your site and their buyer’s journey — what content they click through to reach a conversion — and you’ll get a guide for content suggestions.

The B2B World is Lagging Behind

B2C took the lead on personalization. Meanwhile too many B2B marketers are either early on in the process, or so behind that getting started feels daunting. According to the Seismic report, of the B2B marketers who responded, 55% have been personalizing content for two years or less. For a little over half of marketers, the main stumbling blocks are a lack of technology, bandwidth, and data.

Marketers make it harder for themselves than it needs to be. 67% are using entirely or mostly manual processes for content personalization. With a little automation plus the data on your website, you could be leading the pack.

B2B Buyers Expect Better

All signs point to B2B buyers being let down. In a SalesForce report, 65% of B2B buyers switch brands if a brand doesn’t personalize communications. 75% expect companies to “anticipate their needs and make relevant suggestions” by 2020. This means the future we are headed in is one of content recommendation, of curated and responsive personalization.

You can get started in B2B personalization. You already have more data than you think — all of your website analytics. Behavior based personalization is waiting. It’s just a matter of taking the dive.

Madeline Moran

About Madeline Moran

Madeline is the Marketing Assistant for SoloSegment, an AI fueled software company that makes website conversions easier through personalized content recommendation.

SearchChat Podcast: Personalization–Meeting Customers in the Moment

Personalization: why do it? No, this isn’t a suggestion that you shouldn’t. It’s just important to think about why you are doing it in the first place. Personalization needs to benefit the customer experience and drive your business.

In this podcast we start with eMarketer trends — ad agencies are building their own analytics platforms. Steve and I aren’t so sure if that makes sense. If you aren’t prepared to do something with those analytics they don’t matter.

MarTech recently found that marketers find content creation really difficult. How do you utilize automaton to help your content and data actually improve the business? That data should be able to make the content experience more effective in the moment.

You may have also heard that Walmart has basically introduced an “Amazon Go” store. It’s called “IRL” fuelled by AI. It’s about making customer experience more effective. Meanwhile Google introduced Stadia, a gaming platform that will allow them to pull data in and increase personalized experiences.

One of the reasons that personalization has been oversold is that it depends on you, the user, to create content and develop rules for all the various segments of customers you need to talk to. And, as the saying goes, “Ain’t nobody got time for that.” We need to be thinking about automation of that instead to cut down on your work and make it do-able.

0:00 Intro

1:50 Ad agencies are building analytics platforms

9:30 Why do marketers find content creation difficult?

14:35 Walmart is doing AI

23:20 Google is getting into gaming

31:25 Outro

SearchChat is available on

Search Chat is SoloSegment’s podcast dedicated to all things search AI and content marketing related. Who is SoloSegment? We’re a technology company focused on site search analytics and AI driven content discovery to improve search results, increase customer satisfaction and unlock revenue for your company. If you think we might have the answer to your conversion problems, feel free to connect with us.



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About Tim Peter

Tim Peter is the President of SoloSegment. An expert in e-commerce and digital marketing strategy, web development, search marketing, and analytics, Tim focuses on the growth of the social, local, mobile web and its impact on both consumer behavior and business results. SoloSegment provides analytics that improve site search conversion and machine learning technologies that improve content effectiveness.

Why Customer Experience Matters Most For B2B Marketers

The biggest mistake that many companies make in their B2B sales and marketing activities is the way they fragment or silo different touchpoints in the customer journey among disparate functional teams. And, worse, the way they make it difficult for those teams to work together. Customer experience matters for B2B marketers. You’d think you would make that easier to bring to life.

You’ve got a product marketing group that develops the content around your products. You’ve got a content team that develops landing and promotional pages. You’ve got a search marketing team that tries to drive people to those pages. You’ve got a social marketing team, ditto. You’ve got a conversion rate optimization squad that tries to generate leads. You’ve got a CRM team that focuses on developing those leads, funneling them to the right salespeople, and turning them into sales. Or you’ve got one very overworked team trying to do all of these at the same time. And who don’t have near enough time to work together.

You’d think that in 2019, this wouldn’t still be true. “Customer experience is queen” and all that. But, since people keep hiring us to help them untangle that knot, it seems that’s not the case.

Don’t get me wrong. I love helping clients sort out these problems. But that’s clearly not the best solution for your customers. Here’s why. And what you can do about it.

Here’s the thing. Your customers, without being mean about it, don’t really care about you. They care about their own needs, their own problems. As the old joke goes, “Your customer doesn’t want a drill. They want a hole.” At best, especially early in your relationship to the customer, you’re a solution to a problem. Over time, with patience, skill, and more luck than any of us want to acknowledge, you can become a trusted partner. But at the start, you exist only to — and only if you — solve a problem.

That’s why most folks start with search. We consistently see sites receiving at least 40% to 60% of their traffic from organic and, to a lesser extent, paid search traffic. The good news is that the customer is telling you what she wants. She’s literally asking for your help. The bad news is that so few sites succeed in answering her question. Isn’t that part of the customer experience?

In fact, it’s the first chance you get to both create a great experience and to develop a relationship. Why aren’t those better connected? What questions do your best customers ask? Is that information shared with your search marketing team? With your product marketing team? With your content team? If not, why not?

When you fail to connect these functions, you risk breaking the steps of the customer journey — and of breaking the customer experience. It’s tough to create a great customer experience or a great customer relationship when you don’t listen to the questions your customer asks and help them move from one step of the journey to the next.

The truth is that you care about customer experience because it literally informs every step in that customer’s journey. You care about search because, for most companies, it represents the first step in that journey. You care about account-based marketing (ABM) because it helps connect you with the specific needs of an individual customer. You care about behavior-based personalization because, well, it does the same thing.

So how can you fix this? It’s simpler than you might think.

Grab your colleagues from another team. Order a pizza or two. Start talking. Start sharing data. Start measuring where you lose your customers along the way. And start working together to fix those breaks.

Customer experience matters for B2B marketers. In fact, I’ve gone so far as to say many times that customer experience is queen. For B2B marketers, it’s especially true. So give homage to the queen. Help your team get to know her. And don’t be surprised when she showers you with riches.

Originally posted on Biznology.

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About Tim Peter

Tim Peter is the President of SoloSegment. An expert in e-commerce and digital marketing strategy, web development, search marketing, and analytics, Tim focuses on the growth of the social, local, mobile web and its impact on both consumer behavior and business results. SoloSegment provides analytics that improve site search conversion and machine learning technologies that improve content effectiveness.