In Focus: B2B Decision-Makers’ Rising Interest in AI and ML

Apurva Pathak | June 15, 2022 | 557 views | Read Time : 03:00 min

Rising Interest in AI and ML
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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Top 10 Rich Buyer Intent Data Software for More Sales in 2023

Article | June 21, 2022

Contents 1. Market Dynamics of B2B Buyer Intent Data Software 2. KPI for Good Purchase Intent Data and How Does a Buyer Intent Data Software Determine the Purchase Intent? 3. Optimizing Your B2B Buyer Intent Data Using Software to Drive Sales 4. Top 10 B2B Buyer Intent Data Tools to Accelerate Sales with B2B Account-based Marketing 5. Summing up Driving conversions has become more precise and predictable with the use of high-quality buyer intent data. As buyer intent marketing has emerged as one of the most promising tools to get the most out of your account based marketing campaigns, companies can quickly reach out to their highest potential prospects. This way companies can better plan the sales numbers and keep up with the rising demand for their products and services in the market while maintaining consistent customer experiences. Buyer intent data software are capable to - Provide granular insights into customer behavior and purchasing patterns. Identify potential customers who are actively in the market for a product or service. Improve target marketing efforts by enabling companies to reach the right people with the right message. Enhance sales team's ability to close deals by providing them with valuable information about their prospects. Improve overall marketing ROI by focusing resources on high-value prospects. Facilitate data-driven decision making by providing actionable insights. Monitor and analyze market trends and competition. By using buyer intent data software, companies can gain a deeper understanding of their customers, making it easier to deliver a personalized and relevant experience, and ultimately increase conversions and sales. 1. Market Dynamics of B2B Buyer Intent Data Software “The buyer intent data software market is projected to reach USD 15 billion at 20% CAGR by 2025.” This growth is attributed to data-driven decision making, digital transformation, and e-commerce initiatives among businesses that has increased the adoption rate for buyer intent data software among large progressive enterprises. The demand for personalized shopping experiences and refined customer engagement drives rapid market growth in the buyer intent data industry. 2. KPI for Good Purchase Intent Data and How Does a Buyer Intent Data Software Determine the Purchase Intent? Key Point Indicators (KPIs) for Good Buyer Intent Data: 1. Relevance: The data should be directly related to a buyer's intention to purchase a product or service. 2. Timeliness: The data should be collected and analyzed in real-time to accurately reflect a buyer's current purchasing intentions. 3. Accuracy: The data should be accurate and verified to ensure its reliability and usefulness. 4. Completeness: The data should include all relevant information about a buyer, such as demographics, previous purchases, and search history. 5. Consistency: The data should be collected and analyzed using consistent methodologies to ensure comparability over time. 6. Privacy: The data should be collected and stored in a way that protects the privacy and confidentiality of the buyer. How Does Buyer Intent Data Software Determine the True Intent of a Customer Behavior? Buyer intent data software determines the true intent of a customer behavior through various methods such as: Natural language processing (NLP) Machine learning algorithms Data analysis of customer interactions and behaviors Integration with other data sources (e.g. search history, demographics, etc.) Predictive analytics The software analyzes a wide range of data points to understand the motivations behind a customer's behavior, such as their search queries, content they engage with, and the actions they take on a website. It refers to information about a potential customer's interest or intention to purchase a product or service, usually gathered through online behavior such as web searches, social media activity, email interactions, and previous purchase history. This data can provide insights into what a customer is looking for, their buying journey, and the likelihood of them making a purchase. It can help businesses to tailor their marketing and sales efforts, better understand their target audience, and increase the chances of successful sales. This information is then used to create a comprehensive profile of the customer's intent and provide insights into how they are likely to behave in the future. 3. Optimizing Your B2B Buyer Intent Data Using Software to Drive Sales Monitoring the impact of your account-based marketing efforts is important to drive sales. Checking what has worked in the past using the historical data helps understand the patterns in your data which in turn helps you learn and narrow your focus when it comes to purchase intent data. These trends will change as per your industry however, they all help large enterprises to bring in more sales and data intelligence. As far as the buyer intent data goes, gathering and analyzing the data from all the sources using technology and algorithms refine your intent data and helps you find higher potential accounts and take data-driven decisions. 4. Top 10 B2B Buyer Intent Data Tools to Accelerate Sales with B2B Account-based Marketing Depending upon your specific needs and budget as well as your B2B industry, you can select an account-based marketing software with buyer intent data tools. We have listed some of the top B2B intent data providers to accelerate your B2B account based marketing down below. 6 sense:6Sense is a leading ABM software that provides buyer intent data to help B2B marketers personalize their outreach and drive pipeline growth. The platform uses artificial intelligence and machine learning to gather insights on your target accounts' digital behavior and buying signals, enabling you to prioritize your outreach and tailor your messaging to their specific needs and interests. Additionally, 6Sense offers a range of ABM solutions, including account identification, account engagement, and account orchestration, to help B2B marketers effectively plan, execute, and measure the impact of their ABM programs. Albacross: Albacross is an ABM software that provides buyer intent data to help B2B marketers personalize their outreach and improve their pipeline. The platform uses lead generation and account-based marketing technology to gather insights on your target accounts' digital behavior, enabling you to prioritize your outreach and tailor your messaging to their specific needs and interests. Albacross helps B2B marketers identify their ideal customer profile and generate high-quality leads by tracking website visits and providing information about the companies visiting your website. The platform also offers a range of features, such as lead scoring, account-based retargeting, and email tracking, to help you optimize your ABM strategy and improve the impact of your campaigns. Bombora: Bombora is a B2B data solutions company that provides account-based marketing (ABM) software for buyer intent data. The platform aggregates business intent data from various sources, including content consumption, social media activity, and job postings, to help B2B marketers gain insights into the buying signals of their target accounts. Bombora's technology provides actionable data on the topics that your target accounts are researching, enabling you to personalize your outreach and tailor your messaging to their specific needs and interests. The platform works with ABM and marketing automation tools like Marketo, Pardot, and Eloqua to help you streamline your ABM processes and make your campaigns more effective. MadisonLogic: Madison Logic is a B2B marketing technology company that provides account-based marketing (ABM) software for buyer intent data. The platform offers a range of solutions for B2B marketers, including lead generation, content syndication, and programmatic advertising. Madison Logic's technology helps B2B marketers personalize their outreach by providing insights into the buying signals of their target accounts. The platform tracks the online behavior of your target accounts, such as website visits, content downloads, and email opens, to help you identify opportunities to engage with your prospects and improve the impact of your campaigns. Also, Madison Logic's ABM platform works with marketing automation tools like Marketo, Eloqua, and Pardot to help you streamline your ABM processes and improve your campaigns. Qualified.com: Qualified.com is an ABM software that provides buyer intent data to help B2B marketers personalize their outreach and improve their pipeline. The platform uses artificial intelligence and machine learning to gather insights on your target accounts' digital behavior and buying signals, enabling you to prioritize your outreach and tailor your messaging to their specific needs and interests. Qualified.com offers a range of ABM solutions, including account identification, account engagement, and account orchestration, to help B2B marketers effectively plan, execute, and measure the impact of their ABM programs. The platform works with marketing automation tools like Marketo, Eloqua, and Pardot to help you streamline your ABM processes and improve your campaigns. Demandbase: Demandbase is a leading account-based marketing (ABM) software that provides buyer intent data to help B2B marketers personalize their outreach and drive pipeline growth. The platform uses artificial intelligence and machine learning to gather insights on your target accounts' digital behavior and buying signals, enabling you to prioritize your outreach and tailor your messaging to their specific needs and interests. Demandbase offers a range of ABM solutions, including account identification, account engagement, and account orchestration, to help B2B marketers effectively plan, execute, and measure the impact of their ABM programs. Also, the platform works with a number of marketing automation tools like Marketo, Eloqua, and Pardot to help you streamline your ABM processes and improve your campaigns. Demandscience: DemandScience is a company that provides buyer intent data software. This software helps businesses understand the buying behaviors and interests of their target audience. By analyzing a large amount of data, such as search queries, social media activity, and other online interactions, the software provides insights into what potential customers are looking for, what challenges they are facing, and what solutions they are considering. This information can be used by sales and marketing teams to better target their efforts and increase conversions. Salesintel.io: Salesintel.io is a company that provides a B2B contact and company data platform that includes a buyer intent software component. This software uses artificial intelligence and machine learning to analyze large amounts of data from various sources, such as social media, search engines, and business news, to identify patterns and signals that indicate a company's buying intent. This information can be used by sales and marketing teams to prioritize their efforts and engage with potential customers at the right time, in the right way. By understanding a company's buying intent, businesses can increase their chances of closing deals and growing their revenue. Terminus Account-based Marketing: Terminus is a company that provides an account-based marketing (ABM) platform that incorporates buyer intent data. ABM is a B2B marketing strategy that focuses on targeted and personalized outreach to specific companies rather than large groups of leads. The Terminus platform integrates buyer intent data to help sales and marketing teams better understand the buying behaviors and interests of their target accounts. By analyzing data such as website activity, social media engagement, and other online interactions, the software provides insights into the challenges and solutions that target accounts are interested in, allowing teams to personalize their messaging and outreach for maximum impact. The use of buyer intent data in the Terminus ABM platform can help businesses increase their conversion rates and drive revenue growth. Zoominfo: ZoomInfo is a company that provides a B2B contact and company data platform, including a buyer intent data software component. The platform uses artificial intelligence and machine learning to analyze large amounts of data from various sources, such as social media, search engines, and business news, to identify patterns and signals that indicate a company's buying intent. This information can be used by sales and marketing teams to prioritize their efforts and engage with potential customers at the right time. With a deep understanding of a company's buying intent, businesses can increase their chances of closing deals and growing their revenue. Additionally, the platform includes features for data enrichment, lead generation, and account-based marketing, allowing sales and marketing teams to have a comprehensive view of their target accounts and personalize their outreach for maximum impact. 5. Summing up Utilizing advanced technology and machine learning algorithms to gather and analyze data about potential customers, providing valuable insights into their buying behaviors and intent helps businesses gain an edge over competition. By utilizing this information, businesses can tailor their marketing and sales strategies to better target and convert leads into paying customers, ultimately driving more sales. Scaling your buyer intent marketing efforts has become a lot easier with the machine learning and predictive analytics.

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The 5 Things to Know About Account-Based Marketing

Article | July 27, 2022

If you’ve been keeping up with new terms in B2B marketing, by now you’ve likely heard of account-based marketing (ABM). The term itself has been around for years, but with recent advances in technology, this tactic is now being adopted at a much larger scale than ever before. Still, surprisingly, I find that many B2B marketers are in the dark when it comes to ABM. So here’s a quick look into the future of B2B enterprise marketing, and why I think account-based marketing will be one of the biggest revenue drivers for B2B businesses in the very near future.

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5 Steps for Succeeding in Account-Based Marketing

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Relative to the mass-market approach of the B2C world, B2B promotion requires a much more targeted approach. The customers are fewer and more discerning but commensurably more valuable and enduring so whether you’re trying to win over a new client or simply keep an existing client on your side, you need to be very careful with what you’re putting out. This is the reasoning behind account-based marketing, otherwise known as ABM. Instead of distributing generic marketing materials, it picks out specific prospects (or sets of prospects grouped by various shared elements) and creates personalized campaigns to suit them. It can be extremely cost-effective, but it needs to be done smartly (which isn’t easy). To help you run a flourishing account-based marketing campaign, we’re going to look at five steps you should take along the way.

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How to Successfully Set Up and Measure Your Account-Based Marketing Strategy

Article | February 10, 2020

The first lesson in this article is to stop thinking differently about ABM and B2B. Sangram Vajre is spot on when he exclaims that “ABM is B2B.” There is no real difference. Whether named or unnamed, every single campaign you launch as a B2B marketer caters to personas in different accounts. Another reality about account-based marketing is that due to the nature of omnichannel marketing and the fact that every prospect does its own research, you’re going to have to process different sets of traffic no matter how much control you think you have over your funnels. With these two things in mind, let’s look at what’s common in a successful ABM strategy, and also how to segment your audience in a way that tells the story of all the steps in your user acquisition models.

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