Buyer Intent Data
Article | March 6, 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 | August 23, 2022
In Part I of this article, we discussed the importance of the ABM foundation, ideal momentum of change, team training, and analyzing data to understand the performance of your ABM strategy.
In this part, we will look at how CX, sales enablement, a strong team and consistency matter in successfully transforming your organization into an account-centric one.
ABX: Endorse Experience
Focus on the kind of experience you want to offer your target account. Offer them a customized and account-centric experience. Involve every department at a granular level to achieve an excellent customer experience.
Enablement: Sales Resources Are Vital
Support your sales teams through communication that works for them. Provide them with the right tools, content, insights, and data, even if they know how to do their job. Support and motivate them to close more deals.
Consistency: Checking What’s Working
Review your performance weekly and discuss outcomes with your teams—improvements, hurdles, and failures included. A full view of your strategy will show you where you need to make changes so you can fix them and make your ABM efforts work.
Experience: Hire ABM Experts
Executing ABM can be an overwhelming experience if you are new to it. Consider bringing in someone who has already run some successful ABM campaigns to make the process smoother. Doing this will guide and support your long-term efforts.
Businesses and Customers Reap Rewards
When an organization focuses solely on its target accounts, it achieves:
Higher conversions and ROI
Effective target audience reach
Reduced customer attrition
Business growth
Synchronization in cross-functional teams
Competitive edge in the market
When target accounts choose an account-centric company, they get:
Customized solutions to their pain points
Support throughout the buying journey
Excellent customer experience
Long-term business association
An ITSM Firm Addressed Revenue Concerns with an Account-Centric Approach
A British IT service management (ITSM) analytics SaaS firm re-evaluated its ABM efforts to address revenue concerns. It increased relevance across all channels — LinkedIn profiles, content, and messaging to directly address decision-makers.
It aligned its sales and marketing teams. Furthermore, it changed its focus to improving customer interactions along the buying journey. As a result, it gained customers like GoDaddy, British Airways, and JCPenney. A larger firm with a presence in North America, the UK, Europe and APAC acquired it as a part of a business expansion strategy.
Wrapping It Up
Amber Bogie, ABM Strategy Lead at Degreed, says, “In terms of attribution, if it's an ABM account, and it's seeing success, I'm attributing that to a company-wide effort of focusing on the right accounts using an ABM strategy.”
Amber Bogie, ABM Strategy Lead at Degreed, says, “In terms of attribution, if it's an ABM account, and it's seeing success, I'm attributing that to a company-wide effort of focusing on the right accounts using an ABM strategy.”
Remember, ABM works differently for different organizations. Therefore, there is not a one-size-fits-all approach, so you need to zero in on what works best for your organization to get everyone on board to achieve ABM success.
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Buyer Intent Data
Article | September 11, 2023
For B2B marketers like you, wouldn’t it be great to know which buyers are ready to purchase and when? It would be, but this doesn’t generally happen. Marketing and sales teams across businesses spend their time trying to find the perfect prospects instead of focusing on selling to the accounts that actually want to buy.
What Goes into Prospecting?
Prospecting is an entire process that is not only time-consuming but might not lead to anything worthwhile. Common steps involved in prospecting include:
Finding accounts that fit your target account profile
Zeroing in on the point of contact to get in touch with the account
Creating messaging to influence prospect’s buying decision
Wait for the prospect to answer calls
It is no wonder that prospecting is the most difficult part of sales. According to research by Sales Insights Lab, 50% of the prospects you go after aren’t a good fit for your product. To add to the mix, sorting through incomplete forms, questionnaires, anonymous web visits, and event attendee lists is backbreaking work.
Predictive Analytics: Pipeline Growth and Revenue Covered
ABM relies heavily on high-quality data management and analysis. It is based on quality and, not quantity. It can succeed only if the prospect account’s data like management hierarchy, business practices, pain points, requirements, etc. is interpreted, analyzed and utilized properly. This is where predictive analytics comes in. A predictive analytics model looks at how different parts of an account relate to each other and ranks them. A large amount of data can be successfully interpreted this way. Data mining, statistics, and text analytics uncover different patterns and relationships to give insights into an account’s behavior and outcomes based on data.
A Predictive Analytics Model Boosts Your ABM Strategy
Here is how predictive analytics can boost your ABM strategy:
Prioritizing Accounts Based on Rating
Marketing representatives need to approach prospects at the right time to capture expected revenue. Predictive analytics gives real-time data, forecasts into when to approach a prospect to get the conversion. With deep data insights, predictive analytics optimizes ABM and the allocated marketing budget.
Personalized Messaging
Personalized messaging is possible only when the data at hand goes beyond account intelligence-based numbers. Predictive analytics goes a step ahead, forecasts buyer behavior and gives marketers a tool to create content that appeals to every individual in the prospect account’s buying group and leads to conversion.
Objective Scoring
As accounts near the end of the sales funnel, predictive analytics forecasts the best time for sales overview, so risks like data deletion are bypassed.
Getting Ready to Adopt Predictive Analytics
To adopt predictive analytics in your ABM strategy, you need to follow these steps:
Create an ABM-centric organization where content marketers apply ABM
Marketing and sales teams need to understand predictive insights and its implementation in ABM
Align your marketing and sales teams
Decision makers understand predictive insights and how they are used at the grass-root level
Wrapping It Up!
Focus your investments on an intent data set based on predictive analytics and AI learning to make the most of the high-quality data insights without worrying about underlying technologies.
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Article | April 16, 2020
Empathy is an emotion that many marketers invoke when they are developing their positioning and messaging for various campaigns. They consider questions such as: “If I put myself in the buyers’ shoes, what do I think they think or feel about this particular pain point?” “Do I understand the challenges they are facing?” “How can I help them overcome this issue and provide long-term value?” Over the last few years, many B2B marketers have leveraged account-based marketing (ABM) to address these questions with specific use cases and examples tailored to their target accounts, in order to boost engagement and drive high-value conversions.
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