Behavioural Targeting: Far Beyond Segmentation

When we talk about user base segmentation, most people can only think about segmentation by demographic variables: sex, age, religion, etc. Even though this kind of segmentation is useful, particularly if the basis for comparison is a campaign with no segmentation at all, the benchmark variables used are too generic and do not provide a realistic view of user needs and interests. Being realistic, demographic segmentation has never really defined anyone. Just being a man aged 25 to 35 with a medium/high purchasing power may make you more likely to buy a top-of-the-range smartphone than a cheap one, but being in that segment doesn’t mean that you will always prefer to buy more expensive products, nor will not being in the segment prevent you from buying an iPhone.

Spotlight

TopRank Marketing

If you're looking for a digital marketing agency that has both deep experience and a continuously fresh perspective on integrated: content marketing, social media, influencer and search marketing, then we might be the team you're looking for. TopRank Marketing is a digital marketing agency that helps Fortune 1000 companies grow communities, increase sales and brand visibility online. We've been in the online marketing business since 2001 serving companies like LinkedIn, McKesson, Dell, SAP, Oracle, BMC Software, Dun & Bradstreet and many more market leaders.

OTHER ARTICLES
Core ABM

The Power of Dual Funnel: Inbound Weds ABM

Article | June 20, 2023

Since the introduction of account-based marketing, B2B marketing has evolved. According to Forrester, as of 2025, "account-based marketing" will be overtaken by "account-centric marketing," which will be the way most B2B companies find, plan, manage, and measure purchase and post-sale actions. A Brief The marketing departments of multibillion-dollar corporations were early users of ABM. Over the years, they have made significant investments in their ABMprocesses and technologies. The exercise worked flawlessly for them. Their business circumstances made them ideal candidates for ABM, for instance lengthy sales cycles, high transaction sizes, and several decision-makers in purchasing committees. They have now realized that shooting in the dark and probably what sticks around is not the ideal method to develop a sustainable GTM process for their organizations. Moreover, they're debating whether to maintain their investment in inbound marketing methods and alternatively abandon it entirely! On the other hand, smaller businesses are lagging behind in ABM implementation. They are aware that their existing spray and pray procedures are inefficient and require immediate improvement. They are powerless to ignore the continual buzz about the benefits of ABM and the larger good it may unlock for their firm. And yet, they are confused about how to begin. Additionally, they will learn how to integrate ABM into their current marketing processes. They exist in a perpetual state of contradiction, torn between the fear of missing out and the danger of prematurely disturbing the apple cart (the switch to ABM). Their meager marketing budgets and resources do little to aid them in decision-making. As a result, marketing teams (large and small) are faced with a fundamental question: "Should I abandon inbound marketing methods in favor of ABM?" The answer is a strict no! Both are essential. Why Are Marketers Skeptical of the Efficacy of Inbound Marketing Strategies? Current inbound B2B marketing practices are fragmented and generic, attracting the wrong types of leads. With a heterogeneous set of digital touchpoints, each with its own data silo, insights are dispersed throughout the organization, owing to multiple native dashboard management and data collectors. What's behind the inbound demand funnel? Inbound marketing is majorly concerned with attracting users or customers to your business's offerings. Three stages comprise the inbound funnel: attract, engage, and close. It enables marketers to communicate with each of these categories on a value-based basis. Things get muddled when there are a lot of digital touch points for inbound marketing strategies, like search engine optimization, social media marketing, digital and offline branding, and so on. This results in the decentralisation of insights. Marketers increase interaction through the use of social media and landing sites. The sales team generates leads through email campaigns. Client Relationship Managers respond to inquiries via automated content management systems. Due to the dispersed nature of the touchpoints, the issue is ensuring that communications are consistent and personalized across the various account segments. What's behind the ABM funnel? Identify: Identify the accounts that most closely match your company's ideal customer profile criteria. Engage: Use personalized and specialized content to reach out to and nurture those accounts, and urge them into conversion. Establish and Expand: Attract new customers and uncover possibilities to expand existing accounts through a variety of customer marketing methods such as cross-sell, upsell, and retention. ABM & Inbound Marketing - the Convergence of the Funnels A common misunderstanding is that an ABM funnel and an inbound funnel are opposed. ABM and inbound marketing are not mutually exclusive strategies. Indeed, they complement one another. Both are facets of the same coin. B2B marketers use ABM and inbound demand generation to have maximum impact. These two tactics combine to create a new funnel known as the "dual funnel." The dual funnel strategy entails maintaining a high-volume demand generation funnel in addition to a highly targeted account-based funnel. Both funnels function in tandem to engage a target demographic with a high level of intent and an inclination to buy. This dual funnel strategy enables the identification of target accounts and the provision of tailored experiences through account-based approaches. In a mature ABM program, marketers keep an eye on target accounts, retire underperforming ones, and replace them with new high-intent clients found and qualified through the inbound demand generation funnel, which is how they find and qualify new clients. Conclusion: When these two procedures are integrated, inbound marketing successfully generates leads. Additionally, account-based marketing focuses on customizing and delivering one-on-one messages and engagements to target accounts. Optimize your inbound marketing approach to generate the highest quality leads across all channels. When you set up your ABM funnel, only use it to get the most qualified leads. Then, use it for highly personalised and targeted marketing.

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Programmatic ABM

In Focus: Account Mapping in ABM

Article | June 9, 2022

Account mapping is the process of identifying and structuring your target accounts, as well as the important individuals within them, for your ABM strategy. This stage comes after you've established the objective of your ABM strategy. After you've chosen and sorted your target accounts, you can develop a communication and engagement strategy to influence them. Account Mapping for B2B Marketing For B2B marketers like you, account mapping comes in handy to gain insights into the budget cycles of target accounts. This helps your marketing teams run their campaigns based on the time of year where customers are more likely to have the budget to spend on new solutions. Apart from this, once you identify target personas and buyer personas relevant to your ABM strategy, your marketing campaigns can precisely target these personas. As a result, your campaigns will be relevant and successful and can bring you the conversions you desire. Effective Account Mapping for ABM Success While mapping account for ABM strategy, you need to follow these four crucial steps: Identify the Target Account’s Key Decision-makers and Influencers Target accounts with department structures are usually complex and have multiple influencers. The larger the company and the account, the more difficult it is to identify the decision makers or the buying group committee that makes the purchase decisions. Collecting contacts, documenting details, and understanding the buyer roles and responsibilities of these decision makers is the first step. Once you get this information, create a visual map of the decision markers for your team and the sales teams so your targeting strategies align. Investigate Your Target Account’s Critical Pain Points Gather information on the key accounts and stakeholders in the target account. Determine their requirements, pain points, challenges, and frustration. Discovery calls, search intent, social listening, Google Alerts, and press releases are some ways to find out this information. You can also engage ABM platforms and solutions providers to get deep insights into the account and the group of decision-makers. You should closely collaborate with sales so they can share insights on the challenges customers and prospects share with them. Once you have all the data you need on the target account’s pain points, move to the next step: designing a content strategy to address these pain points with solid solutions. Develop Content and Messages that Appeal to Decision Makers Find the right channels to approach decision makers; determine what time of the day or what days of the week they prefer to connect; and when they are likely to consume content on a particular channel. After you find this information, you know when and where to connect with them and how to engage them in a productive conversation. Create Content and Messaging that Aligns with the Decision Makers Each person in the decision-making group (buying group committee) may consume content differently. You need to tailor your content to target each of the decision makers to influence their buying decisions. You might not need to create all the content from scratch. Repurposing existing content in a relevant way can save you time, money, and effort. However, you need to make sure that your content is convincing enough to influence the buying decisions of the buying committee members. Final Thoughts Account mapping is vital for ABM success and to maintain market competitiveness. It helps you determine who the decision makers are in your target account, so you can build the right communication plan and content to convert the account into a long-term customer.

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Buyer Intent Data

ABM: Looking beyond the buzzword!

Article | October 7, 2022

Account Based Marketing (ABM) is not a new concept in B2B marketing. However, as an important integrated B2B marketing and sales approach, we don’t think it is widely understood or used as it should be in B2B media/events businesses and professional membership organisations. Regardless of the size of your organisation, product types, or the sectors you serve, every senior business leader and marketer should be embracing ABM and integrating it as part of their overall marketing strategy. If you’re keen to learn more about ABM – what it is, why it is important and how you put it into practice, read on!

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Account Based Data

How Buyer Intent Data Gets You More Customers

Article | August 19, 2022

Getting the attention of the target audience at the right time is the aim of every B2B marketing strategy. Most consumers research products and services before making a purchasing decision. B2B companies are no different. This means potential accounts are always on the lookout for a solution to a problem they are facing in their business. These are prospects that will convert into approachable leads and eventually customers if you offer them just what they are looking for, just when they are looking for it. To find these lucrative prospects, marketers like you need to harness B2B buyer intent data. B2B intent data gives you deep insights into your marketing ICP’s behaviour, pain points, and requirements. With this important data, you can give your sales team promising leads they can follow up on. In an interview with Media 7, Marc Laplante, CEO and Co-founder of Intentsify emphasized the importance of intent data. “In B2B marketing and sales, intent data is typically understood as a tool to identify or prioritize which accounts we should target for advertising, lead generation, and sales follow-up. These are undoubtedly powerful use cases. But they represent only part of the intent data’s value. You should also use intent data to convert those accounts down the funnel into customers and revenue. Intent data, if granular enough, will highlight your target accounts’ problems, interests, research into competitors, geographic location, and buying stage.” Let us take a look at what buyer intent data can do to bring you the sales numbers you want and how it can enhance your B2B account-based marketing strategy. Buyer Intent Data Brings You Ready-to-buy Customers Every user has a unique online behaviour, which can be distinguished using behavioral signals that uncovers the topic, product, or service the person needs. This information gives insight into the perceived intent of your marketing ICP. As a marketer, this information will help you plan effective advertising campaigns. The sales team can use this data to design the right pitch tracks, demos, and collateral to convert members from your targeted buying group. Additionally, this data can also help your customer success teams identify existing accounts that showcase a churn risk or an upsell opportunity. It’s a win-win for three teams at once. B2B intent data uses website data, off-site activity, CRMs, social media data, and content consumption data from online content like infographics, blogs, product comparisons and reviews, discussion boards, case studies, and news to pinpoint buyer insights. Intent Data Improves the B2B Buyer Journey The B2B buyer journey is a combination of accounts navigating through early stage (awareness content to identify the problem), middle stage (exploring solutions), late stage (comparing vendors that offer solutions) and finally the last stage (purchase/upsell/churn). Between exploring solutions and comparing vendors, lie hidden opportunities that haven’t reached you. Intent data can bridge this gap for you. Intent data providers give you data that is tailored to keywords that are relevant to your business and use case. This data targets buying locations at the website level and aggregates signals across a corporate family. Deep learning and natural language processing (NLP) are used to screen the content to achieve relevancy and to map billions of unique online engagement events every week. Analytics pinpoint the accounts that are showing any kind of buying activity and correspond to your targeted keywords. All this actionable data can shorten your buyer’s journey towards conversion. Identifying early-stage prospects At this stage, intent data signals surge around the keywords or topics that relate to the general challenges and pain points of your prospects because they are looking at the cause of their problem. They will try to find a elementary solution and get to know more about the products and services different brands are offering. Identifying middle-stage prospects The intent data signals at this stage will show a higher level of activity around topics or keywords related to a precise product or service category because the prospects have already identified the root of their problem and the options they have to address it. Identifying prospects ready to purchase At this stage, the signals are mostly focused on topics related to your brand, your specific product names and features, and your competitors’ product names. These prospects are ready to spend and should be approached at the earliest to achieve conversion. Sources of Buyer Intent Data Intent data providers offer two types of intent data: 1. Internal Intent Data (First-party Data) This data is collected in-house through a marketing automation platform or through application logs if you have a web-based app. You can control what you collect and how you collect it and act on the data instantly. You can customize the purchase intent to your liking. 2. External Intent Data External intent data is third-party intent data and is collected outside of your business. It is sourced via IP lookups, cookies or specific websites. However, third-party cookies will be phased out soon. So, B2B marketers need to rely on first-party cookies, data points, contextual advertising, and tracking technologies to get information on their prospects. Read more about cookie-less ABM here. B2B Buyer Intent Behavioral Indicators Actions that prospects carry out on your website or the internet are compared with the behavioral data of prospects that become SQLs (sales qualified leads). Here are some behavioral indicators that show purchase intent: High intensity engagement with your brand’s social media posts Exploring your product or pricing pages Exploring product or service customer review page Reading articles about your product’s features on your blog The frequency of prospects’ website visits and the actions they take Content consumption, like downloading e-books, templates, or any other resources What Does Buyer Intent Data Do for You? While implementing account-based marketing techniques, you should prioritize intent data above everything else. Capitalize on the potential of intent data by incorporating it into your sales and marketing workflows. Adjust your interactions to match your prospects’ demands and establish meaningful connections with them. Primarily, intent data helps prioritize a list of target accounts that need to be pursued. Once the sales and marketing teams are aware of a user's location in the sales cycle, they may focus on moving them along in the purchasing process with customized content. Let us look into what intent data can do for your business in detail: Efficient Prospecting According to a survey by HubSpot, 75% of businesses ranked being able to close more deals as their top sales priority. With intent data, a prospect that is in the market to buy is easier to find because of predictive analytics. You already have your ICP in marketing in place and when prospects match this list and are in the market to buy, buying intent data efficiently puts your brand in front of these leads. Apart from this, buyer intent also helps segment your target list based on the intensity of the purchase intent. Targeting accounts with high intent through email marketing, content marketing, advertising and direct mail becomes easier. Enhances Outbound Sales The higher the quality of leads, the easier it becomes for your sales team to convert them. Buyer intent data lets your sales team know the exact position of a lead in the buying cycle. Instead of wasting time emailing unqualified leads, your team can approach these prospects which match your ICP in marketing and start a meaningful conversation. Intent data also increases the ROI of your B2B content syndication efforts. Superior Lead Scoring Your marketing team can predict prospects’ purchase intent based on what they are researching. They can do lead scoring with precision and supplement your sales team’s efforts. They don’t have to rely on traditional lead scoring methods where they add points to a lead’s score when certain actions are performed. Intent data uncovers possible paths that your leads can take even when they are not on your website. Personalized and Targeted ABM campaigns Personalization is key for any B2B account-based marketing campaign to bring the results you expect. The most effective method to enhance your ABM strategy is to map out your buyer journey and sprinkle it with relevant content to influence leads. You can also use intent data to strategically personalize and rank your ABM demand generation campaigns, so that every touch point of your ABM campaign meets your prospects' expectations. Relevant Content Creating content that can catch the attention of your prospects while offering solutions and value is crucial to get the conversions you expect. Intent data will help you see the correlation between topics and the context of those topics with the solutions your prospects are looking for. If you are aware of the questions that your prospects have before they go to market, you can answer them through your content. Buying intent data offers you just that. Let intent data drive your content strategy to give your prospects just what they want. Intent Marketing Intent-based marketing is when you know just where to spend your time and budget. In intent marketing, the focus lies on analyzing the intent of your prospects and strategizing how to meet them. Spending less time trying to target and rank keywords with low or irrelevant intent can help you increase your ROI, make an ironclad content strategy and a streamlined lead generation process that results in conversion and revenue. Assessing Buyer Intent Understanding and calculating buyer intent is not an easy task. It depends on these three factors: Recency Buyer intent that reports how recently a prospect engaged with your content is valuable so that your sales team can approach leads who have visited your website. Frequency Frequency indicates the intensity of your prospects’ intent to buy a product or service to solve their problems. If they visit key pages that have information on pricing, case studies, customer stories, etc., your sales team can reach out to them immediately. Engagement When your sales and marketing teams score leads, one of the most important parameters on their scale is engagement. If a prospect is engaging with the content on your website, through a chatbot, or as a result of an email campaign, you know it’s a great time to reach out to them. Apart from these factors, buyer intent data tools also use variables like firmographics, technographics, account size, and job titles for accurate buyer intent mapping so that you can reach out to your marketing ICP with a personalized message in your intent-based marketing strategy. Metadata Sees 42% Dip in CPL with G2 Buyer Intent Metadata, a demand generation platform that runs paid campaign experiments and self-optimizes them to generate revenue, invested in G2 buyer intent. Their cost per lead (CPL) dipped 42%, their click-to-open rate for ads increased 114%, and their average deal size for ads spiked by 18%. Final Thoughts Buyer intent data changes the way you interact with your prospects and leads. Harness buyer intent data tools to have an edge over your competitors and get more conversions. FAQ What are the essential elements of an intent data strategy? Align your intent data strategy with your ABM strategy, get buy-in from the C-suite, begin with a small pilot, analyze performance metrics, and integrate your systems with intent data. How are B2B marketers leveraging B2B buyer intent data to boost revenue? B2B marketers use intent data to create effective content, identify buyer groups, improve lead qualification, boost team productivity, and increase customer retention to boost revenue. How does intent data enhance your lead scoring process? Predictive purchasing insights help you find prospects in the market so you can make a list of accounts that are close to making a purchase decision. This makes your lead scoring process easier and better.

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Spotlight

TopRank Marketing

If you're looking for a digital marketing agency that has both deep experience and a continuously fresh perspective on integrated: content marketing, social media, influencer and search marketing, then we might be the team you're looking for. TopRank Marketing is a digital marketing agency that helps Fortune 1000 companies grow communities, increase sales and brand visibility online. We've been in the online marketing business since 2001 serving companies like LinkedIn, McKesson, Dell, SAP, Oracle, BMC Software, Dun & Bradstreet and many more market leaders.

Related News

Snapchat is set to introduce behavioural targeting

Snapchat | August 28, 2016

Snapchat will soon be able to offer advertisers a more sophisticated targeting capability with the introduction of a new behavioral targeting tool. Advertisers will be able to tailor campaigns based on the type of content Snapchat users consume, by utilising data collected from users within the app. According to Business Insider, Snapchat's director of revenue operations Clement Xue revealed the news in an eMarketer report published earlier this week. He said Snapchat will begin to roll out the behavioral targeting capabilities in the third quarter of 2016. It's an interesting move given Snapchat CEO Evan Speigel's stance against "creepy" ads, such as Facebook's retargeting advertising. The new tool comes as Snapchat builds out its advertising offering at a pace, which is moving quickly given that it only began selling ads in late 2014. It rolled out its first advertising API in July, which allows advertisers to buy, optimise, and analyse their Snapchat ad campaigns through third-party companies.

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Snapchat is set to introduce behavioural targeting

Snapchat | August 28, 2016

Snapchat will soon be able to offer advertisers a more sophisticated targeting capability with the introduction of a new behavioral targeting tool. Advertisers will be able to tailor campaigns based on the type of content Snapchat users consume, by utilising data collected from users within the app. According to Business Insider, Snapchat's director of revenue operations Clement Xue revealed the news in an eMarketer report published earlier this week. He said Snapchat will begin to roll out the behavioral targeting capabilities in the third quarter of 2016. It's an interesting move given Snapchat CEO Evan Speigel's stance against "creepy" ads, such as Facebook's retargeting advertising. The new tool comes as Snapchat builds out its advertising offering at a pace, which is moving quickly given that it only began selling ads in late 2014. It rolled out its first advertising API in July, which allows advertisers to buy, optimise, and analyse their Snapchat ad campaigns through third-party companies.

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