Buyer Intent Data
Article | September 11, 2023
Here’s a (somehow) well-kept secret about ABX: it can create immediate wins for your teams.
When you and your teams start laser-focusing on the right prospects and customers — at the right time — it doesn’t take long for the wins to start piling up.
Why?
A winning ABX strategy will leverage an AI-powered customer data platform (CDP) that has an existing database of critical information such as:
What your ideal customer profile (ICP) looks like
Accounts you might not know about that are in-market and ready-to-buy
The websites, keywords, and topics your buyers research most
The signals your buyers give off when they’re ready to buy
When you leverage this historical data, it’s like flipping on a spotlight on your most important accounts and everything they’re doing.
Let’s look at why a CDP is so important for an ABX strategy and how you can switch your thinking from, “When will I start seeing ROI?” to “How will I capitalize on all of these opportunities?”
How CDPs Bolster Your ABX Strategy
Pursuing an ABX strategy means fine-tuning your revenue activities (marketing, sales, operations) to target very specific accounts.
The critical data you need about those accounts comes from your CDP, which houses all of the interactions you have with your prospects and customers.
That information includes:
Web pages they visit
Webinars they attend
Content they download
Calls they have with your sales team
The CDP ingests all of that data and starts to learn what your typical buyer looks like, the patterns they follow, and what signals they give off when they’re ready to buy.
Over time, and with enough data from your interactions, this information becomes very powerful and enables your teams to start honing their strategies. All of your revenue activities become more efficient because you’re reaching the right buyer at the right time.
There’s a problem with traditional standalone CDPs, however. They can’t look backwards.
They can only begin collecting data once implemented, and therefore take some time to start uncovering patterns and delivering results.
But what if you could unlock the CDP-version of a flying DeLorean that empowers you travel into the past and unlock those missing puzzle pieces — without waiting for your CDP to ingest enough data?
Win Fast with a CDP Full of Critical Data
The key to unlocking fast wins for your ABX strategy is to utilize a CDP with historical first-party and third-party data.
Your buyers have searched keywords related to your offerings, attended industry events, and read third-party review sites long before you implement a stand-alone CDP. Why should you have to wait for the platform to catch up and uncover those insights that are hiding in plain sight?
6sense’s embedded CDP grants you instant access to all of the historical data that our AI-powered platform has collected for years.
Previously anonymous accounts that have been researching topics that match your offerings
A detailed ICP based on real, historical data
Insights into which of your prospects are actually in-market and ready-to-buy
Clear evidence on which accounts and buyers should be prioritized
We call uncovering this information lighting up the Dark Funnel™. When you shine a light on your Dark Funnel™ your teams can immediately start reaping the benefits. It won’t take months or even weeks to get your first wins — within days you can see a positive impact on your pipeline.
Your sales team will get leaner and meaner. No need to spend hours trawling through LinkedIn to find the one uncovered gem of a prospect. As soon as you leverage an embedded CDP loaded with historical data, you’ll discover exactly who your next target should be. Your inside sales team can focus on personalizing outreach, not figuring out who to talk to.
Your marketing team will begin improving their engagement numbers without increasing their spend. When a Director of Sales at “Ready-to-Buy Corporation” has been performing some under-the-radar research, the marketing team will receive an alert and can start targeting that person with ads that address their specific pain points.
Software development company PTC is a good example. It has used 6sense to uncover more than 1,500 net new high-intent accounts that have generated $18 million in pipeline.
“With 6sense, our team has driven outbound success by being empowered, motivated, and eager to strategically prospect to the right targets with relevant messaging,” says Brenda Souto, High Velocity Sales Manager at PTC.
Conclusion
Traditional standalone CDPs help you capture the interactions you have with your prospects and customers. All of this data is very useful to build a focused and efficient ABX strategy.
But, a standalone CDP lacks historical data and trends — meaning it can take longer to see wins and ROI.
An embedded CDP with a treasure trove of previous interactions, buying signals, and trend data can instantly prioritize your target accounts. Within days your teams will know much more about your buyers and how to target them with the right message at the right time.
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Buyer Intent Data
Article | August 23, 2022
Recently, Contentgine, a content-based marketing agency, released its latest ‘Top 5’ research ranking for popular artificial intelligence (AI) related content consumed by B2B decision-makers. The content assets, mostly e-books, that made it to the list focus on predictive analytics, cloud-based machine learning (ML) technologies, deep data analytics, and more.
But why are B2B decision-makers so curious about AI and ML?
They want to use AI and ML-based solutions effectively to streamline their business processes and improve their marketing strategies.
Digital transformation, heightened consumer expectations, and changing buyer dynamics govern the way B2B decision-makers utilize their resources. Let us look at what is making them seek AI and ML-related content on such a high scale:
AI Simplifies Decision-Making
A survey conducted by SurveyMonkey concluded that 6 out of 10 B2B decision-makers experience decision paralysis—difficulty in choosing an option from a few viable ones—more often than expected. Furthermore, reaching a consensus becomes cumbersome if too many stakeholders are involved in the decision-making process. In such sticky situations, AI algorithms come to the rescue. They leverage heterogeneous data from social media, reports, website activity and more, to offer insights on management and resource allocation, assist in troubleshooting problems and aid strategic development. They alleviate issues that insufficient data and a lack of proper tools to measure metrics pose. They present a clear picture in front of the decision-makers to enable them to make an informed decision.
Assists in Lead Generation
Forget archaic, standard prospecting tools. You can effortlessly conduct lead generation research using various complex parameters with AI-powered tools. You can also analyze customer behavior, create dynamic, intuitive, secure and valuable lead lists. Sifting through massive lead generation data to discover the client profiles that match your ICP gets easier. On the other hand, ML helps with demand prediction, churn prediction, local optimization, and sentiment analysis, so you can offer an excellent customer experience to your leads. AI lead generation tools such as Conversica, Drift, and LeadCrunch can have conversations with your leads, collect their email addresses, and qualify them even before handing them off to the sales teams. AI-powered lead scoring can help you identify intent signals that your marketing teams might have missed.
Optimizes Content Strategy
Let’s face it. You don’t want to sell Eskimo ice. Irrelevant content sabotages your chances of creating a lasting relationship with your prospects. Your content should align with your customer’s needs and pain points. Thanks to machine learning, deep content personalization is possible. ML can analyze content assets on your website and send the relevant ones to a prospect at the right time based on their position in the buyer’s journey.
AI and ML Are Changing the Game for B2B Businesses
According to an O’Reilly survey commissioned by MemSQL, 71% of executives said that ML and AI are game-changers for their business. B2B decision-makers are investing their resources in exploring the advantages of AI and ML in-depth. They are keen to implement AI systems and ML-based solutions to eliminate human errors, continuously analyze vast amounts of raw data, and harness structured solutions to problems they face in executing their business processes.
VMWare Uses Acrolinx to Streamline Content Program
AI-enabled content solution Acrolinx offered VMWare real-time dashboards on the results of its content activity. The qualitative report helped VMWare focus its resources on making its content better so that it could get more conversions.
Closing Thoughts
“AI will increasingly determine which firms win and which firms lose.” - Phil Clement, former CMO of Aon.
“AI will increasingly determine which firms win and which firms lose.” - Phil Clement, former CMO of Aon. AI and ML can significantly impact business operations and marketing campaigns in the B2B domain. To have a competitive edge in the market, understanding their importance and figuring out where and how to use their power will no longer be a choice but a necessity.
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Buyer Intent Data
Article | June 20, 2023
ABM influences key accounts that show buyer intent. This influence is internal (B2B through personalized content) and aims to sway decision-makers who green-light a purchase.
In an interview with Media 7, Mark Emond, Founder & President of Demand Spring, talked about the importance of content in marketing.
“Content is at the heart of great marketing today. It needs to educate, inspire, and convert. It must be tied to the unique rational and emotional needs of each target persona.”
ABM’s focused approach leads to faster lead conversions and a higher ROI. However, B2B marketers still face the following challenges in their marketing strategy:
Maximizing Marketing Efficiency
B2B marketers must consistently drive higher ROI on their efforts while working within a limited budget.
Improving Customer Experience
Cutting through the noise of thousands of competitors and delivering an enhanced customer experience is challenging.
Generating Trust in Customers
Marketers need to humanize their approach and reach a level of undeniable authenticity to generate trust in the minds of customers.
Why Should You Use Influencer Marketing in ABM?
According to a CSO Insights report from Marketing Charts, brands fail to incite enough trust in their target audience. Interestingly, it is what the subject matter experts and third-party influencers from the industry say that counts. So, external influence is driving purchase decisions. Internal influence, though crucial, cannot sideline external influence and how it impacts sales and key decisions.
When you integrate ABM with influencer marketing, you co-create relatable, impactful content with relevant influencers to encourage your target accounts to move ahead in the sales funnel. An influencer becomes a credible touch point, powerful enough to convert a lead. The influencer’s performance-oriented content resonates with the target audience, engages, educates, and informs them of the strong points of your business, creating a strong foundation for lead conversion.
Here is how it can help strengthen ABM strategy:
Increases Content Authenticity
The words of a trusted subject matter expert or third-party niche content creator hold more weight than static website content or brand ads. Their followers trust them and consider their views authentic. If such relevant influencers create content with you, your target audience is bound to be positively influenced. This leads to higher conversions and ROI, qualitative reach, and better engagement.
Attracts New Audiences
Influencers attract new audiences that are similar to your ideal customer profile (ICP). Interactions, content promotions, and publicity can create brand awareness generate more interest in your brand.
Encourages Brand Advocacy
Positive reviews, customer success stories (voice of customer), testimonials, and word-of-mouth publicity that comes from influencers and their followers promote brand advocacy. Influencers also create incentives for referrals, thus bringing in better engagement.
Humanizes the Buyer Experiences
B2B storytelling is the key to conversions. It has more impact than any other form of advertising. Influencers humanize the buyer experience by sharing their opinions, reviews from other businesses, and highlighting success stories through their content. This content is impressive as compared to any other content the brand hosts and promotes.
B2B Influencer Content is Priceless
B2B influencer content has high value because it has third-party credibility that attracts trust across all brand channels. Another advantage is that you can easily access the creativity of the influencer without having to hire someone. All the content that influencers publish on their platforms is brand content, highlighted with the voice of the customer. Influencer marketing generates traction and engagement for businesses.
Integrated Influence
Influence can be integrated through social media marketing, content marketing, PR, SEO, branding, and ABM.
How to Create a Powerful, Influencer-based ABM Marketing Strategy?
Brainstorm a Strategy
To make the most of influencer-based ABM marketing, you need to streamline a process and strategy. Find the answers to these two crucial questions:
1. Who influences your target audience?
2. Which topics interest your target audience?
Once you find the answers to these questions, you can zero in on a relevant influencer and approach them to participate in creating/co-creating high-quality marketing content (text, podcast, video, interactive). Integrate the content and publish it on brand channels, and influencer channels. Promote the content via blogs, ads, other influencers, and brand sites to target your key accounts. Monitor the promotions (URLs, engagement) and adjust the campaign for maximum output. Most importantly, create and nurture relationships with industry influencers for future campaigns.
Understand the Demand
Understanding the demand of the target audience through keyword research and data analysis can boost the results of an influencer marketing campaign. Offering audiences solutions to their problems or information that will help them scale their business assist in lead nurturing and conversions.
Identify Ideal Influencers
Choosing a suitable influencer can help kick start your influencer campaign powerfully. An ideal influencer should be proficient in their domain, passionate about content creation, capable of publishing content across platforms, popular in the industry with keen followers, and knowledgeable and eager to promote content across different channels in different formats.
You can employ software to identify and qualify relevant influencers who create credible, high-quality content on the topic you want to promote. Filter influencers based on how much they charge and how well they align with your company values and brand voice. Focus on creating a long term association.
Shuffle the Content Formats
By shuffling between marketing content formats like blog articles, live video, third party analyst reports, videos, case studies, webinars, podcasts, industry presentations, infographics, and interactive content, the target audience can be engaged on multiple channels, and data can be collected to analyze which formats work best.
Remain Connected with Influencers
As a B2B marketer, you should connect one-on-one through email, phone, or in-person meetings with influencers frequently. You should monitor and engage with influencers on social media when they mention your brand.
By interacting with and sharing relevant influencer content on social channels, you can build a community and promote advocacy through continued partnership and engagement. Additionally, you can recycle content made by influencers to show you value the association.
Sixty-three percent of marketers believe they would have better marketing results with an influencer marketing program, while seventy-four percent of marketers agree that it improves customer and prospect experience with the brand.
How Cherwell Software Witnessed a 437% Year-over-year Increase in Content Shares?
Colorado-based Cherwell Software is an IT Service Management (ITSM) company. It engaged TopRankMarketing to create an influencer marketing campaign with the aim of increasing brand awareness, targeting CIOs, CTOs, and IT Directors of companies for business, and increasing sales and revenue.
With the help of the content 15 ITSM thought leaders created and amplified across five channels, Cherwell Software saw a 170% growth in their audience views and a 437% year-over-year increase in their content shares.
Key Takeaways
In B2B marketing and ABM, influencer marketing can help reach customers you would have otherwise missed. Engaging in an influencer marketing platform to maximize ABM strategy outputs is crucial to remaining ahead in the race.
FAQ
What characteristics should a good B2B influencer have?
A good B2B influencer should be proficient, passionate, popular, a dedicated content promoter and creator.
How does influencer marketing help B2B marketers?
Influencer marketing can help B2B marketers target key accounts by leveraging content created by industry experts.
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Buyer Intent Data
Article | February 23, 2022
Harnessing the power of intent data to create effective account-based marketing strategies can help sales and marketing teams effectively achieve their goals. According to HubSpot, Google processes approximately 63,000 search queries every second. Of these queries, a significant few may be associated with your business. These web searches count as behavior, and they make up intent data. Intent data is of two types: internal (gathered from websites, automation systems, and other software like CRM) and external buyer intent data (review sites, competitor’s websites, forums).
Intent data is captured by buyer intent data tools. It provides insights into a customer’s behavior, interests, pain points, needs, and expectations. These insights can be leveraged to pinpoint users closest to making a purchase decision. You can then work to convert them into customers swiftly.
The Power of Intent Data
Intent data is the number one priority for account-based marketing strategies. Companies harness the power of intent data by integrating it into the workflows of their sales and marketing teams. With the help of intent data, they can tailor their interactions to the needs of their users and create valuable connections with them.
Primarily, intent data helps prioritize a list of target accounts that should be pursued for conversion. Furthermore, some companies also create specialized groups and targeted lists to hyper-personalize their content offerings to influence purchase decisions. Once the sales and marketing teams are aware of the position of a user in the sales cycle, they can focus on pushing them forward in the buying process with the help of personalized content.
Charles Crnoevich, Vice President of Partnerships & Business Development at Bombora defines intent data as:
“Intent data helps B2B teams better their prospect and customer experience at all stages of the buyer journey. From top-funnel ad messaging that meets prospective buyers in their initial research phase, to bottom-funnel sales messaging that includes context around specific product needs, intent insights give every touchpoint the ability to be backed by data. It eliminates room for human guessing and the risk of being irrelevant to your audience.”
Let us look at how intent data is transforming businesses and the importance of an intent data strategy to scale your business.
Target Account Selection
Relying only on basic firmographic data is a thing of the past when it comes to selecting a target account. Here are five steps that you can follow to create a target account selection based on the intent data you gather:
Defining Your ICP
Revenue should not be the only factor you consider while defining your ICP. Look at the cost to convert, lifetime value, and churn rate. Observe what your best customers have in common. Is it their company size, their domain, the challenges they face, or their growth rate? Once you know these details, consider finding a solution for their problems. You may have more than one ICP if you have multiple products, features, and services on offer.
Understanding the Intent
Based on the key signals like downloads, sign-ups, booked demos, or reading certain pages on your websites that buyer intent data tools record, you can understand the intent of the user. Once the intent is clear, you can gather your data with the help of buyer intent tools.
Gathering Relevant Data
Lead generation platforms like Leedfeeder, email marketing platforms like MailChimp, CRM platforms like HubSpot CRM, and marketing automation platforms like WebEngage are your sources of intent data. How you gather data depends on the platforms you are using. Most lead generation platforms will allow you to download the data in an Excel sheet or a CSV file. What is great about this kind of data is that you can always combine the spreadsheets from all these sources and clean up the inconsistencies.
Segmenting the Target List
Segmenting your target list is very important to understand which accounts are high intent. The other categories can be of medium or low intent. Filter out the low intent accounts first. These accounts aren’t quite ready to make any purchase decisions. Add them to your remarketing list or your account development team can nurture them. The medium and high-intent accounts can stay on your list so your sales and marketing can focus on them.
Targeting Key Accounts
Once your teams have the list of key accounts they need to target, they can create an effective strategy to approach these accounts and push them towards conversion. They can accelerate their conversion efforts with the help of email marketing, content marketing, advertising, and direct mail. Finding the right leads at the right time can help a great deal with targeting. With the help of B2B intent data, everything functions smoothly once you find the right key accounts.
Message Selection
The best part about B2B intent data is that it doesn’t miss any important information about the account, so your messaging strategy is based on facts and not speculation. Quality intent data will provide the prospect’s research history, going as far as including searched products and companies. The otherwise invisible, actionable prospect trends can thus come to light, and you can create messaging that can help you beat your competition.
According to a Gartner research study, more than 70 percent of B2B marketers will utilize third-party intent data to target their prospects or initiate engagement with buyer groups in selected accounts by the end of 2022.
Message optimization may not be at the top of the chart for the most impactful uses of intent data, but it does play an important role in helping content marketers be successful. Buyer intent data enables them to better align their sales pitches to accommodate the buyers’ interests and needs that they discover using the third-party site buyer signals.
Decreasing Churn Rate
By monitoring the intent data signals of clients who search your competitor’s website to find alternatives to the products or services you provide, you can know which clients need more attention and support. This information indicates that these clients do not find your product or services up to the mark or are not fulfilling their needs and expectations. You can set up triggers for such clients and ask for feedback from them to find out the shortcomings of your product or service. You can use the feedback as a guide for future product development and reduce your churn rate by retaining clients. Another interesting approach would be to provide your team access to reliable and clean intent data so they can make decisions to enhance the sales strategy.
Image Source: Orbitmedia
Sales Outreach
According to Gartner research, prospects spend about 50% of their time trying to find information from third-party sources. Usually, the sales team has to wait for a buyer to either fill out a form or perform a trigger action to be classified as a prospect. However, with buyer intent signals, prospect movement is revealed. The prospect’s intent indicators help the sales team decide when to outreach.
Enhancing Content Personalization
Use third and first-party data to create informed blog content, email marketing campaigns, and other content marketing initiatives to appeal to your prospects. By leveraging the intent data at hand, you can offer what the clients want in an appealing way. You can target their entire buyer persona by creating a more effective content strategy. Your content marketing team can know the topics they need to cover in their marketing efforts. It can also improve the existing content to make it more impactful.
Discovering New Leads
Whenever a customer searches for products or services that you offer or topics relevant to them, third-party intent data aggregators can track them and notify you about this customer. If this customer hasn’t already interacted with your business, then these are new leads your teams can pursue with appropriate messaging and tailored content.
Enabling ABM Strategy
In ABM marketing, knowing which accounts to target is the most crucial step. With the help of data insights on specific accounts, you can build a focused ABM strategy. You can analyse their research data and interpret their buying intent, and based on that, you can add them to your target list. Measure and test the content they interact with and what makes them move further along the sales funnel. You can find the content that isn’t creating any impact and replace it. Adapting an ABM strategy in real time becomes easy, so you are more customer-centric than ever before.
Improving Marketing Automation
Intent data tells you exactly where your prospects are in the sales funnel. Use this information to trigger certain actions to nurture these prospects. For example, once you find that a certain prospect has stopped consuming the awareness-stage content on your website and starts devoting time to consideration or conversion-stage content, you can trigger a change in the kind of marketing content you send out.
Targeting Keywords Effectively
Search engine marketers find long-tail keywords important because they are descriptive, relevant, and do a great job of implying the buyer’s intent. However, it is challenging for advertisers to target long-tail keywords because they do not have enough search volume. This affects ad visibility as compared to when high volume keywords are used. To get the same results with the long tail keywords, companies need to optimize many long tail keywords.
Automated bidding technologies can easily carry out this task. By using your third-party intent data, you can know the kind of long-tail keywords your audience is searching for. Use your website analytics to discover fresh information on keywords and then use it to target keywords or create relevant ads.
You can also automate ad personalization with the help of intent data aggregators that identify qualified leads based on information like domain and device advertisement. You can then place the right ads on your audience’s devices.
Now that we know how intent data helps with account-based marketing, intent based marketing, and other marketing endeavors, let us look at the key elements of an intent data strategy and how to make the most of it.
8 Key Elements of an Effective Intent Data Strategy
We have already established how important intent data is in B2B marketing in improving targeting, lead generation, lead nurturing, and overall customer experience. When it comes to creating an effective intent data strategy, you should follow these guidelines:
Align ABM Initiatives & Intent Data Strategy
In an ABM strategy, you can deploy intent data for account prioritization in the following ways:
Fuse intent data with your defined ICP
Identify your target accounts and check which of these are showing buyer intent. Your sales team can have relevant information to talk to these accounts and convince them to make a purchase.
Segment accounts showing intent but don’t align with your ICP
You can increase your sales pipeline by segmenting the new accounts by showing buyer intent but not aligning them with your ICP. This is especially useful for companies with a smaller database.
Define Your Goals and Strategies
Break silos and work towards the same goals. Get a buy-in from the higher-ups in the company and let the teams know what to achieve with the intent data. Share the intent data strategy with every team member, align the goals and metrics, and train those who need to know more about intent data.
Integrate the Data from Different Systems
Increase the efficiency of your intent data strategy by integrating systems like CRM to improve the visibility and performance of the funnel. A step-by-step approach goes a long way when it comes to an intent data strategy.
Start with a Small Pilot
Trial and tweaking your intent data strategy can be a good idea. Create an intent data framework for a small set of accounts and share it with a limited group of sales team members at your company. Streamline your processes through this pilot test. Once you know the intricacies of what works and what doesn’t, you can launch intent data strategies with other sales teams.
Collect Performance Metrics
Ensure you collect your conversion rate before rolling out a pilot program for testing. This way, you can compare the before and after. Monitor the performance metrics throughout the program. Your marketing and sales teams can go over the metrics together to see what tweaks are needed to the intent data strategy before multiple teams adopt one.
Gather Buyer Journey Intelligence
Identify trends through specific search terms, topics, asset types, features or product interests so you can create topic clusters for specific content that can be distributed throughout the funnel. You can do this by gathering first-party data from your marketing automation software, CRM, and other customer-data platforms. You can also interview customers to get any other useful information to understand a buyer’s journey better. You can also engage intent data providers to find out more about historical buyer journey analysis.
Monitor Important Topics
Select the right topics to monitor. The intent data will only work if you know which specific topic or clusters of topics will determine the status of a prospect. Choose the topics that are critical for success. Remember, the higher the use cases in a fuller, the lower the number of topics you should monitor. As you move down the funnel, be more specific about the topics you want to monitor.
Explore Potential Integrations
By integrating your intent data with the right platform, you can amplify the results of your intent data strategy. Since intent data supports the complete customer lifecycle and increases the value of your other martech software or sales-tech investments, it is important to explore integrations that may enhance your sales and marketing strategy. When used wisely, intent data can transform your business, one department at a time. It can also ensure customers’ satisfaction and help you scale your business faster than you ever imagined.
Ultima Generated ROI in Eight Weeks Through Cognism
Ultima, a UK-based infotech company led an example by generating ROI in just eight weeks using intent data provided by Cognism. "Our sales cycle is typically 6-8 months long. At Cognism, we saw ROI in 8 weeks from intent data and direct dials. One deal pays for a year’s Cognism subscription." - George Mckenna, Head of Cloud Sales at Ultima.
Conclusion
Creating an effective intent data strategy can be a game-changing factor for your business. With its implementation, not only will you be able to connect with your customers on a deeper level, but you will also be able to get higher win rates than your competitors that practice manual prospecting.
FAQ
How can you collect intent data?
You can collect intent data through signals like website clicks, social media ad clicks, length of time spent on a website, email newsletter subscription behavior, or frequent website visits.
What are the benefits of intent data in B2B marketing?
With the help of a good intent data strategy, you can find new potential leads, focus on companies already a part of your sales funnel, promote yourself to your customers early on in their decision-making process, prioritize your leads, and personalize your outreach. These benefits can drive your sales growth.
How does intent data help in ABM marketing?
ABM marketing is also intent-based marketing. Intent data for ABM is an asset as it helps with account prioritization (lowering the scale of the program to focus better on key accounts) and account activation through personalized and specific marketing messaging.
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