Account Based Data
Article | June 29, 2023
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 | September 11, 2023
In any company, there is a sales function and a marketing function. They are supposed to work together to help the organization secure business, earn revenue, and facilitate growth.
Oftentimes, because of the nature of their business, sales and marketing work at cross purposes and they lose focus on their ultimate objective of identifying, creating, and retaining customers.
In this article, we will discuss how sales and marketing can work together to form an effective B2B sales funnel.
But first, let’s explore the roles of sales and marketing within an organization.
Sales are the function of driving revenue with salespeople who follow a defined sales process. A typical sales process involves a research phase to ensure that the intended customer is a good fit to the company’s Ideal Customer Profile, a discovery phase where the salesperson gets to know the customer, understand their needs, and see where their solution can help solve the customer’s problem, a demonstration phase where the seller lets the buyer envision how their solution for a product or service can satisfy the buyer’s need.
A proposal phase is proactive and where the seller provides the customer with an outline of the work they will undertake and at what price. Sometimes a seller will instead be responding to a buyer’s request for a proposal (RFP). Up until this point in the sales process, prospective customers are referred to as “suspects,” meaning that they may be a good fit, but they have not expressed any interest in the company’s solutions and the company has not proposed any ways in which it could be of service. However, once a salesperson provides the prospective customer with a proposal, that prospective customer becomes known as a “prospect.”
In sales, the measurement of potential revenue and its progress towards realization is called a sales “funnel.” In a sales funnel, the probability of the salesperson closing the sale is now weighted with percentages demonstrating the likelihood of success. In the sales process, opportunities are weighted based on their probability of closing. This is called opportunity management and it looks something like this:
0% of the prospect is identified by researching the intended sales target company.
10% of the prospect is prequalified as a potential good fit in alignment with the company’s Ideal Customer Profile (I.D.C.).
25% of the prospect is qualified via a discovery call, and the opportunity is loaded into the sales funnel.
40% is when the buyer agrees to a demonstration, shows genuine buying interest, and is open to receiving a proposal.
50% is the assessment phase where the seller determines if the buyer has Budget, Authority, Need, and the Timeframe for implementation, (B.A.N.T.). Another component of the sale to be addressed at this phase is “why,” as in, “Why is the buyer making this purchase decision, why is my company being considered, and why is this timeframe for implementation important?”
60% is when a proposal is submitted to the buyer for consideration. (Pro tip: A good salesperson will have the boilerplate components of the contract pre-vetted by legal and IT when the proposal is initially submitted to the buyer so that the contract does not get held up at the bottom of the funnel by any issues not within the buyer’s control when it is ready to close).
75% is the negotiation phase where the buyer/decision-maker(s) asks clarifying questions that show an intent to purchase or express some objections that the seller will need to overcome to move the sale forward.
90% is when both parties agree to all the conditions of the purchase and the final contract is submitted for signature.
100% is when the sale is closed and the revenue can be recognized.
If the funnel can be trusted, and oftentimes that’s a big “if” because salespeople are not always disciplined in opportunity management, then revenue recognized can be forecasted beginning at 75% of probability.
At every phase of the sales funnel, sales are conducted by calling, emailing, texting, or other outreach to prospective and existing customers to guide them towards making a purchase. The process might be consultative, taking place over a long period and involving multiple decision-makers in which the salesperson learns about the customer and their pain points, and then helps them understand how their product or service offering can provide a solution.
Sales could also be tactical and a very short process involving just a single conversation with a salesperson before an agreement is finalized.
Although technology and social media have certainly influenced how sales are conducted, the essential steps of the sales process have pretty much remained the same.
Whereas sales are hands-on, marketing is a much more comprehensive process that does not generally interact with an individual customer but is designed to increase awareness of a brand or product to target customers as a group.
Unlike sales, the methods, tactics, and channels used by marketers have evolved tremendously over the last fifteen years. Marketing today is primarily digital and includes content marketing, social media marketing, email marketing, organic website traffic, search engine optimization, pay-per-click advertising, and the use of influencers and brand ambassadors.
The objective of the marketing department is to generate leads for the sales department. These leads start as “marketing qualified leads” (MQLs) and although these prospective buyers are not yet ready to purchase, they have expressed interest in a company’s product. When properly nurtured by the marketing department, these prospects become “sales qualified leads” (SQL’s) and are handed off by the marketing team to the sales team when they are likely to make a purchase.
This nurturing can occur via social media, email distribution, or other communication from the marketing team to keep the prospective client interested and engaged.
It would seem so easy for marketing to cultivate leads and hand them off to the sales team. However, this is often not the case. Too frequently marketing and sales are simply misaligned.
Just consider these statistics:
According to Upland, 55% of marketers don’t know which collateral their sales colleagues are most likely to use.
LinkedIn reports that only 46% of marketers describe sales and marketing as “highly aligned” at their company.
The Precision Marketing Group states that 25% of businesses describe their sales and marketing as either “misaligned” or “rarely aligned”.
This lack of synchronization between marketing and sales causes poor execution and lost opportunities.
According to LinkedIn’s Art of Winning Report, an estimated $1 trillion a year is lost due to a lack of sales and marketing coordination in the US alone.
An industry survey by InsideView found that the six biggest obstacles to sales and marketing
working together were:
Lack of accurate/shared data on target accounts and prospects (43%)
Communication (43%)
Use of different metrics (41%)
Broken/flawed processes (37%)
Lack of accountability on both sides (25%)
Reporting challenges (21%)
Simply put, marketing and sales need to collaborate more effectively to better manage today’s sales funnel. But how?
According to digital marketing strategist, Sujan Patel, there are three levels of marketing alignment:
The Emotional Level: Your Sales and Marketing teams should be working cohesively together and supporting each other. They should not be working at cross-purposes.
The Process Level: There need to be clear, measurable, sustainable, and repeatable processes in place to ensure that everyone within both the marketing and sales teams is pulling in the same direction and working in the same way.
The Feedback Loop Level: Marketing doesn’t always produce awesome leads. Sometimes they might suck. Nobody’s perfect. That’s why sales need to communicate back to marketing so there is a feedback loop between the two teams to either encourage good leads or stop wasting company resources on bad ones.
An effective partnership between sales and marketing is the #1 success factor attributed to achieving revenue goals. (Source: Heinz Marketing - Performance Management Report)
So, how can we get sales and marketing to work better together? It starts with having a project plan in place.
The first step is for sales and marketing to agree on what the ideal customer profile (I.D.C.) of a target customer should be. They need to agree on the characteristics that define the type of company (not the individual buyer or end-user) that will find the most value in their product or service offering. If done correctly, prospects that are aligned to the company’s IDC are most likely to become long-term customers who will give significant value back to the business in the form of possible subscription fees, upsells, and referrals. An easy way to identify the IDC of a company is to look at a list of their current best-performing customers and determine what attributes they have in common.
The next step is for sales to explain to marketing the steps of the sales funnel, how it works and what marketing resources are needed to migrate the prospective customer through it. Too often, marketing is concerned with branding and outreach, and they do not allocate sufficient resources to the sales team to give them the resources and collateral they need to expedite their sales.
Once sales and marketing are aligned regarding who the IDC of a company is and what marketing resources should be allocated to support the sales team, an organization can take its game up a level and begin to pursue account-based marketing (A.B.M.) opportunities.
Account-based marketing is when marketing and sales teams work together in a focused approach to target best-fit accounts and turn them into customers. When done correctly, marketing and sales teams meld their expertise to locate, engage with, and close deals with high-value accounts that offer a high ROI to their company.
The primary components of account-based marketing include:
Reaching the right accounts
Engaging across marketing channels
Determining effective metrics and measurements
According to LinkedIn research, businesses with strong sales and marketing alignment are 67% more effective at closing deals, 58% more effective at retaining customers, and drive 208% more revenue as a result of their marketing efforts.
So, whether an organization is pursuing a traditional marketing approach or a more targeted account-based marketing strategy, it is essential for marketing to work more closely with sales in vigorous and meaningful ways.
Today’s buyer is more knowledgeable and has access to more information about a prospective seller, their competition, and the marketplace than ever before. As a result, sales leaders need to demonstrate subject matter expertise in their area of commerce and leverage the content, tools, and resources that the marketing department can provide them to enhance their sales efforts.
Although good salespeople will find a way to close business, having the support of a well-synchronized marketing team behind them will help accelerate the sales process, increase revenue, boost profitability and facilitate greater customer satisfaction.
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Buyer Intent Data
Article | October 7, 2022
Sales and marketing have transformed. Marketers have had to adapt, modify their activities and lean into more collaborative interactions with sales teams in a way they haven’t done before. As events and direct channels are on the minor list of concerns, sales teams have become a principal marketing channel to reach accounts.
A quick look at Google trends shows you how Account-Based Marketing (ABM) has revolutionized the world of B2B marketing. It happened by going from non-existent to extremely popular in the last several years and hiked during the pandemic. With today’s buyer journey becoming progressively digital, B2B organizations are interested in ABM to deliver exceedingly personalized and focussed marketing campaigns.
The secret behind the burgeoning popularity of Account-Based Marketing (ABM) is how confident and versed marketers feel now while using it. While ABM persists as the hot MarTech topic since 2019, its influence grew during the pandemic. While it may seem all geek to new users, ABM offers rewarding opportunities for marketers.
As per the ABM evangelist, Sangram Vajre of Terminus, “If marketers embrace ABM methods, they will earn desired revenue in their businesses. I want to do everything I can to help make marketers heroes.”
As per The B2B Lead, ABM directly inscribed sales and marketing alignment and challenges 50% of the time when sales wasted time against unproductive targeting.
ABM Drives Revenue, and Here’s the Proof:
If you are putting together an ABM strategy, such numbers would be handy. This blog gathers ten powerful Account-based Marketing stats that every marketer (you) should know as we land in 2021 (the post-pandemic era). So, to show you how beneficial account-based marketing can be, here you go.
10 Account-based Marketing Stats
92% of Marketing Leaders are More Focused at New Selling Process
Marketing leaders are now selling with vision to the executive level than what they did some years ago. As per a recent ITSMA report titled, “Engaging the C-Suite: 2019 Sales and Executive Engagement Survey Report”, 92% of marketing leaders mentioned that selling at the executive level is more critical to their sales strategy.
In today’s time, marketers are relying on ABM capabilities to capitalize on new market prospects. In addition, B2B businesses are designing and deepening their relationships around ABM to engage C-level executives more effectively.
90% Role of Marketers in ABM Today is Strategic
The role of marketers doing ABM is more strategic on particular programs. As per Alterra Group’s report, marketers need to demonstrate deep account and industry-specific expertise to create seamless ABM campaigns. To create account-relevant marketing messages, companies are bestowing more resources and snowballing the expenditure on ABM. Such expenditure is predicted to exceed that on other marketing technologies rapidly.
A Sturdy ICP has a 68% Higher Account...
Organizations with a strong ICP have 68% higher account marketing win rates. Modern marketing teams are now being measured on pipeline and revenue, not leads. This way, they are staying more focused on productive revenue growth at every stage of the funnel.
A Total Economic Impact report by Forrester found that prospects see an average 313% ROI by bringing go-to-market teams practicing account-based marketing tactics together to make marketing efforts efficacious.
69% of Top-Performing Account-Based Organizations have Dedicated Leaders
69% of top-performing account-based organizations now have a dedicated account-based leader. The Account-based marketing stats reflect that 70% of marketers who started their account-based initiatives in the past six months have dedicated leaders who are entirely dedicated to the market, having particular and focused accounts instead of a sea of buyers.
60% of Users Reported an Increase in Revenue
When ABM picked its pace in at least a year, 60% of its users reported a revenue surge of at least 10% & 19%, termed an impact of 30% or greater. In companies with a stout ROI from ABM, 75% measure pipeline generated and revenue, 67.5% measure meetings and target account pipeline are set, and 63% measure marketing qualified leads are gained.
As a result of this, approximately 70% of B2B marketers will pilot or launch full-sized account-based software and programs to target and engross groups of buyers in selected accounts.
62% of Marketers are Being Optimistic
They can easily measure the positive impact of account-based marketing tactics since adopting ABM. This has been the most efficient benefit of ABM observed up until now.
Forrester envisages that by 2025, the term "ABM" will evaporate as account-centric becomes the distinct way for B2B organizations to identify, plan, manage, and measure buying and post-sale motions for prospects.
80% ABM Budgets are Intensifying
After B2B companies saw the success of early programs, budgets devoted to ABM amplified by 40% year over year, from 20% in 2019 to 28% in 2020. This surge in investment reflects a confident attitude in return on ABM initiatives.
42% B2B Companies Favor Keeping Accounts in ABM Strategy between 50 and 500
As per the Demand Gen Report, 18% of B2B companies try to keep their accounts list under 50, 19% target a broad set of accounts, ranging between 1,000 and 5,000.
For a focused ABM approach, the report found that 42% of B2B companies try to keep their account list between 101 to 500. However, as this quantity varies depending on the size and scope of individual company deal sizes, these results will vary based on industry and product.
Companies Executing ABM Amplified ACV by 171%
B2B companies that have implemented ABM perceived a 171% rise in their Annual Contract Value (ACV) more significant than the pre-ABM ACV. In addition, ABM offers a boost to the pipeline rate, thus, enabling marketers to target prospects belonging to new revenue goals.
75% of B2B Buyers and 84% of C-level Executives Use Social Media
B2B buyers and C-level executives progressively rely on social media to harvest more information about products and services before making purchase-based decisions. 80% of buyers who had not yet used social media to research purchases are willing to use the right platforms.
As online mediums have become a progressive information preference of buyers, companies create profitable account-based campaigns to ignite the initiative.
A recent Social Buying Study from International Data Corporation (IDC) concludes that B2B buyers are the most active in using social media to support the buying process by having 84% superior budgets that made 61% more purchase decisions. This significantly influenced a greater span of purchase decisions than those buyers who did not use social media for their purchase process.
A Note About the Account-based Marketing Stats and COVID-19
April 2020, was just when all businesses were beginning to feel the effects of the pandemic. As a result, the COVID-19 impact has altered several perspectives, including budget, headcount, and prioritization. Yet, ABM programs have shown results with significant improvements in pipeline growth.
“If economic obscurity continues, these programs should persist as a core element of the Marketing strategy.” – Todd Berkowitz, Practice Vice President, Gartner
While COVID-19 is changing B2B organizations’ ability to stimulate sustained growth, it’s hoped that an account-based approach will significantly benefit your organization in the following ways:
Focus on your limited resources (budget, time, and personnel) on those companies to do business.
Target the accounts you already know. This will enable you to spend less money on demand-gen campaigns to generate new names.
Make the most of your team’s efficiency by scoring sales and marketing campaigns that work together to create the best buyer experience.
Frequently Asked Questions
How are account-based marketing stats measured?
Marketers use close rates when required to measure ABM efforts. Typically, the stats are gainedby measuring the reachability of target accounts or specific contacts at those accounts. This gives you a percentage or a conversion rate by account, which further estimates how successful ABM efforts have been to date.
What are good ABM metrics?
The good ABM metrics are:
Marketing-qualified accounts
Real engagement of account
Velocity of Pipeline
Average selling price
Customer engagement rate
Why should we measure account-based marketing stats?
It is because ABM delivers ROI. For example, when there is a greater emphasis on defining Ideal Customer Profile (ICP), a properly structured approach to selecting account and value is aligned with what a prospect’s business needs. This results in gaining higher win rates.
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ABM Accounts
Article | June 10, 2022
Are you thinking about ditching your revenue team’s creaky, ineffective sales approach and embracing ABM … but aren’t sure of what you need to know? You’ve found the right blog post.
Today, we’re providing some mind-blowing highlights from a recent webinar hosted by Kerry Cunningham, our Senior Principal of Product Marketing.
The webinar unpacked what matters most for launching an effective ABM program and offers actionable tips for sales and marketing teams. It’s well worth a watch. But if you’re short on time, here are some insights. Kerry started the webinar by sharing some hard truths about the state of selling:
Hard Truth #1: If They’re a Lead, You May Be Too Late
B2B sales used to be all about leads. Even now, many revenue teams lean heavily into the lead-based mindset. But the emergence of Account-Based Marketing brought many revelations to revenue teams, including that account opportunities are far more important than individual leads.
When you turn your (obsessive) attention from solo buyers and instead examine the full spectrum of interest or intent that an entire organization is expressing in your solution, you’re able to dramatically increase the quantity and quality of your sales intelligence.
Without this analysis, your team won’t be aware that buyers are conducting so much research on their own that by the time your team determines that they’re an early-stage “lead,” they may in fact be much farther down the buyer’s journey than expected.
Your team plays catchup after that, putting them at a competitive advantage.
Hard Truth #2: B2B Buyers Aren’t Even ‘Buyers’ Anymore
These days, buyers are no longer individuals, but rather teams of people. On average, buying teams often include 10 people, Kerry explained.
“Not everybody involved in the buying process is going to be sitting at the table at the end of that last meeting when they sign the deal,” Kerry said, “but all of those folks are doing some research.”
How big are these teams? From the webinar’s transcript:
Kerry: “For bigger deals, there may be as many as 20 or more people involved. And again, all of those folks are having interactions. In fact, Forrester Research did a study recently that showed that on average, post-pandemic, buyers are having 27 interactions each. So when you have 10 people or 20 people, and they’re having 20-something interactions each, that adds up.”
But there’s an upside to all this activity, Kerry said. As buyers conduct research, they leave behind digital “breadcrumb trails” or “footprints in the snow” across the internet.
Sellers armed with leading account engagement technologies can track, aggregate and de-anonymize these intent signals. ABM tools help them better understand the buyers’ research and buying processes.
Hard Truth #3: You Might Deal with Multiple Buying Teams
Depending on the scope of your solution’s capabilities, your sellers may contend with more than one buying team.
Here’s an example: Let’s say a company is looking for a solution to handle the needs of many departments or divisions. Each division may task its own buyer or buying team to conduct its own research to find solutions that effectively solves its own business problems.
If your solution can serve the needs of multiple divisions, your revenue team is in a good position, especially if your team can proactively identify the divisions’ unique needs. (Account engagement platforms do a great job of this.)
However, don’t assume that your solution can be everything to every division, Kerry warned.
Kerry: “If you sell multiple solutions — say you’re a big tech company and you have three, four, five solutions — you may be selling to multiple buying centers. But those buying centers may not all be great prospects for your solution. So take into account the fact that some of the buying centers inside those specific accounts may or may not be good prospects for you.”
Hard Truth #4: Buyers Think They Know Everything About Your Solution (But Actually Don’t)
Many buyers believe they can get all the information they need about your solution (and your competitors) exclusively through online research, Kerry said. This is super-convenient for buyers, but sellers can’t fully control the narrative. That leads to big problems.
Kerry: “Not all the information that they get is going to be accurate. It certainly may not be how you’d like to present yourself. So one of the things that’s really important is you have to understand how your buyers are finding out about you.”
This requires identifying other likely sources of information — such as content from competitors or unreliable analysts — and proactively engaging buyers with data and talking points that counter this misinformation.
Conclusion
Pivoting to an account-based approach isn’t always easy, especially for revenue teams that are entrenched in a older sales approaches. But making the change to ABM can revolutionize your business, Kerry said.
“Within the first year, 6sense clients who take all of these new techniques on board are able to produce substantially better results, bigger deal sizes, better win rates, and even shorter sales cycles,” Kerry said. “This is really the way B2B ought to be done.”
We’ve covered a few hard truths in this post, but come back tomorrow for Part 2 of this series. We’ll provide some helpful and actionable ABM tips then.
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