Buyer Intent Data
Article | March 6, 2023
Introduction
The application of AI marketing technology is picking up pace because of its many advantages. According to a 2020 Deloitte survey, 74% of AI adopters agree that AI will be a part of all their enterprise applications by 2023.
What does an AI-based marketing strategy look like, and how do you make the most of it? This article gets into the nitty-gritty of AI marketing technology and how to implement it in ABM so you can maximize your business performance and outputs.
AI’s Role in Marketing
Thanks to its accuracy, B2C businesses use AI marketing technology to target their customers with product or service recommendations. The following are some use cases of AI-based B2C marketing:
Personalization
AI helps businesses with their 1-to-1 marketing strategies by personalizing their content to cater to every segment.
Event Communication
Emails informing customers of upcoming sales, special access, or exciting offers are sent out via AI technology. Weekend offer emailers, special discount codes, and new product updates are a result of event communication automation so that customers can be informed before time about upcoming events.
Real-time Content
Trending topics, investments, event promotions, webinars, customer feedback, product availability, bestselling combo, weather reports, and new blog post updates are provided in real-time to maintain an active connection with customers.
Businesses do this by using the ‘open time content’ AI technology. Manually executing 1-to-1 marketing strategies is nearly impossible, impractical, and does not see much success. AI helps streamline these strategies and executes them effortlessly.
What Goes into Creating an Effective ABM Strategy?
For an ABM strategy to work, businesses need to follow these steps:
Preparing for the ABM Strategy
Organizational readiness is crucial for implementing ABM. Make sure you have a budget and an achievable timeline to execute the strategy, team members who can anchor it, and an understanding of ABM metrics so you can make the most of it.
Synergy Between Marketing and Sales Teams
Your sales and marketing teams should be in sync and not at loggerheads due to account-level communication issues. Discussing the benefits of ABM with both the teams beforehand and coming to a strategic agreement to implement ABM can help them align their goals while executing the ABM strategy.
Identifying Target Segments
Your ABM strategy can do wonders for your business only if you have a precise segmentation of data. Use dimensions like business size, annual revenue, current spending, projected spending, targeted products, geography, open opportunities, closed opportunities, etc., to identify your target segments.
Zeroing-in on a Priority
Having a clear priority helps you streamline your ABM strategy. It should either be acquisition (acquiring new accounts), retention (retaining existing accounts), or expansion (expanding the scope of accounts). Without a clear priority, any ABM strategy may not yield expected results because the efforts won’t be concentrated towards a single goal.
Leveraging AI in ABM Strategy
In an interview with Media 7, Daniel Englebretson, founder of Khronos, spoke about AI’s impact on the future of ABM.
“From my perspective, B2B marketers have faced countless challenges that have formed the basis of new technology – problem brings a solution. I expect AI will solve identity resolution, resolve data challenges, and enhance targeting. I expect AI will address 1:1 content at scale, unlocking the rapid deployment of 1:1 brand experiences.”
Introducing AI into your ABM strategy can help you in the following way:
Content Personalization
Once you know your customer’s pain points and interests, you can focus on providing them personalized solutions, products, or services they desire. Of course, personalizing content is complex, but AI makes it easier by offering the technological capacity to deliver what your customer wants.
Efficient Resource Management
Without customer profiling, an ABM strategy cannot achieve the expected output. AI can assist with data crawling the internet to find out important customer information. Also, it segments data acquired from CRM, which gives you more information about a customer than any other generic data. This data is helpful for lead qualification and creating heavily personalized content for a customer.
Since AI does all the heavy lifting, you can allocate your resources to building and nurturing a relationship with the customer.
Automation
AI-based marketing in ABM generates automated insights for lead generation. It also highlights campaign performance related to specific, high-value accounts and suggests steps to engage a prospect.
Digital marketing and automation are a dynamic duo where AI brings about intelligent marketing automation. Efficient email campaigns are run when executed by automation. Email marketing companies like MailChimp target customers based on insights to achieve more conversions. When AI and big data use CRM data, large chunks of user information can be collected from different platforms. This information can help with formulating a successful ABM strategy.
ABM Optimization and Predictive Insights
To analyze intent, AI processes data in real-time and gives predictive insights to help with ABM optimization. As a result, it is easier to merge data from different sources with AI-enabled tools, achieve predictive analysis, manage recommendations in real-time, and understand competitor strategies through social media. AI can also interpret images correctly.
Enhancing Communications
Use AI for building a strong relationship with your customer. Personalizing communication by using customer data can be easily achieved with AI.
What Is the Future of AI-enabled ABM Strategy?
ABM, with an AI marketing strategy, has a bright future ahead of it. Demandbase recently conducted a survey in which they found that 80% of marketers had plans to integrate AI into their ABM marketing strategy. Another survey conducted by MarketingProfs concluded that businesses that used AI in their ABM strategies had 59% higher closing rates as compared to others. They saw a 58% increase in their revenue and a 52% increase in their conversions.
Ways Salesforce's AI Einstein Aided U.S. Bank in Growing Revenue
The U.S. bank used Salesforce’s sales cloud AI, Einstein, to boost their revenue. Their lead conversion rate increased 2.35 times after implementing Einstein. They were able to create a model to predict lead conversion. They did this by using Einstein to search through customized historical lead data.
“We work to build high-quality, personalized relationships between our customers and their financial advisors or commercial bankers. There is nothing that replaces that person-to-person interaction. What AI allows us to do is augment that relationship. We can provide our teams with better data and smarter insights, which helps them establish stronger relationships.”
– Srini Nallasivan, Chief Analytics Officer, U.S. Bank
Summing It Up
AI-based marketing can enhance your ABM strategy only if qualitative data is available. Therefore, businesses will need to have clear marketing goals and turn data into an asset.
FAQs
What are the challenges in the AI-based ABM strategy?
Managing, protecting, and enriching data obtained from CRM and other customer support systems can be challenging.
How can AI help in strengthening your ABM strategy?
AI helps with personalizing content, automation, ABM optimization, and providing predictive insights for lead conversion.
What does a strong AI-based ABM strategy do for your business?
A strong AI-based ABM strategy helps with account profiling, analytics, reporting and hyper-individualized content, which leads to increased lead conversion.
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Buyer Intent Data
Article | September 11, 2023
B2B businesses use various marketing techniques to increase revenue. Most marketers run campaigns to target a wide range of audiences. But strategies are rarely successful in the B2B world. Moreover, these companies are forced to sell to a narrow list of prospects. So, they use a combination of inbound and account-based marketing techniques to make the magic happen. But, most of them probably aren't marketing the right way.
Similarly, if the sales team fails to align with marketing in your company, perhaps, it's time to try something new. Because, as a marketer, you already know how difficult it is to decide on marketing aspects. Of course, none of these are convincing unless you aren't aware of account-based marketing and its clear and observable benefits.
The benefits of Account-Based Marketing can help you to know accurately how to measure marketing ROI. In addition, the benefits can button-up marketing-to-sales alignment, reduce or maintain the size of the sales force you need, and cater to your marketing message to specific targeted accounts.
The list of advantages and benefits of Account-Based Marketing (ABM) is endless. But, here is an attempt through the ten most valuable ones that'll push your marketing goals with ABM.
An Opportunity to Get Personal
Personalization is an essential benefit of Account-Based Marketing! ABM technology allows marketers to create more personalized messaging for specific accounts instead of creating blanket messaging for a larger number of accounts. When approaching a specific account, spending as much time and effort as creating relevant content is essential, which provides value for your targeted account.
For instance, instead of creating bulk email marketing, your efforts would work better if there is direct messaging or account-targeted ads for your accounts.
Faster Sales Process
Depending on your business, industry, and resources, the sales cycle typically looks something like this:
1) Prospect → 2) Connect → 3) Research → 4) Present → 5) Close → 6) Delight
Several investors are involved in making a final purchase decision. This can often slow down your sales and marketing process. But when you do account-based marketing, it allows making the process faster. With ABM, you get the opportunity to specifically nurture your primary decision stage, along with all relevant accounts, to facilitate the sales process.
However, with the concept of ABM, you can communicate individually to every stakeholder in an account. Hence, this would make the individual sales process faster and longer, yet very effective.
Clearer Path to ROI
ABM is precise, targeted, and measurable. And it helps you maximize your ROI. With personalization as one of the most effective marketing tactics, you select only valuable accounts, which boost your sales, and thus, ROI increases. In addition, the approach makes your team easily align sales with consistent marketing that grows ROI.
Here are some stats to support this benefit of Account-based Marketing:
Response rates from ABM accounts: 47%
Online activities: 39%
Number of new contacts in accounts: 36%
Participation in all marketing activities: 25%
Set an Appropriate Marketing Budget
A sound ABM strategy would help your marketing team focus on the targeted accounts on the various touchpoints to explore during their buying journey. Scaling ABM techniques will save a lot on your allotted marketing budget, which has been wasted on useless leads before.
From a marketing budget perspective, ABM is the best way to go for any B2B communication coupled with the newest ABM tools and strategies to target specific organizations or companies.
Experience Lesser Risk Possibilities
This benefit of account-based marketing can significantly reduce unnecessary waste and risk factors. By scaling ABM marketing strategies, you can do more. Smart ABM technology helps the same number of account managers to target, market, convert, and upsell a much larger number of accounts personally. This means there's much less risk involved. Therefore, with ABM tactics adequately set up, accounts become revolving doors—even if one contact is lost, another one will walk right in. It's that simple—ABM is a no-brainer.
Better Reporting
Your marketing campaign's effectiveness can be measured using ABM metrics. And, the truth is, the more tangible these metrics are, the more clearly you can target your account.
The main benefit of account-based marketing is that there are fewer metrics you're required to keep track of, which helps you to report better. This makes it easier to set marketing goals. And so, analyzing reports becomes a breeze compared to pulling out large sets of data from different accounts. This is because you tend to spend more time assessing each aspect of the efforts put in by you. So, the metrics help to document relevant data for all the accounts and set better goals at the end of the quarter.
So, if you're sure of your target audience, ABM is the way to go!
Sales Alignment Becomes Much Better
ABM technology provides a supplementary targeted marketing initiative, which directly aligns sales and marketing teams to work together & keep track of their efforts and goals. With that, purpose-driven activities like communication code, the collaterals to be shared, the tone of messages, and the ultimate content are put in sync between marketing and sales teams. So that these directly address the unique needs of each account.
Trust-Based Customer Relations
Companies are always looking for solutions to their problems online. In this case, ABM provides them a personalized solution through communication. Be it through blogs, whitepapers, videos, or social media, as they naturally get attracted to you if you offer to solve their problems. This further creates trust between the two. A relationship based on trust is a relationship that can lead to good sales, and future referrals may be.
Make Data-Driven Decision
As there are many benefits of account-based marketing, it effectively encourages marketers to make data-driven decisions. ABM creates a framework for sales and marketing teams to make data-driven decisions after targeting specific accounts. And then market to maximize upsell or create cross-selling opportunities by identifying prospects in the future.
The Right Target, the Right Leads
The concept of ABM is revolutionary. Its marketing methodology focuses on scoring the right leads as opposed to many leads. Why spend half of your team's energy on low-profit clients to create low-level leads when one right kind of lead can help your business to earn a double-digit revenue? As with ABM, you get to target only the accounts most likely to your business; therefore, the right leads are generated. This leads to more revenue than those hundreds of the wrong leads. This is the ultimate benefit of account-based marketing that ultimately runs your business!
ABM makes B2B marketing interesting and sensible completely.
Now you know the benefits of Account-Based Marketing. Just that you need is to implement ABM strategies and see its magic and how your business grows better than ever!
Frequently Asked Questions
How does ABM work?
ABM focuses on identifying accounts, which means companies that match ideal clients and target critical decision-makers with personalized messages and content through advertising campaigns. Content forms such as blogs, social media, and whitepapers work well with the ABM strategy.
Who uses Account-Based Marketing?
Generally, marketers prefer doing account-based marketing to identify target accounts, personalize the marketing and campaign experience. Thus, allowing the sales team to convert accounts into leads.
Does account-based marketing work?
Yes, account-based marketing works indeed. It encourages the marketing and sales team to identify target accounts, craft customized campaigns for accounts, and align individual accounts through the pipeline before and after converting into leads.
How to use ABM?
To use the ABM platform, here are the steps explained:
Identify targets while setting up an effective ABM strategy
Understand the targets
Define and personalize content formats
Choose relevant channels
Offer solutions
Measure & mold
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Programmatic ABM
Article | June 9, 2022
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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Core ABM
Article | February 22, 2022
Since the introduction of account-based marketing, B2B marketing has evolved. According to Forrester, as of 2025, "account-based marketing" will be overtaken by "account-centric marketing," which will be the way most B2B companies find, plan, manage, and measure purchase and post-sale actions.
A Brief
The marketing departments of multibillion-dollar corporations were early users of ABM. Over the years, they have made significant investments in their ABMprocesses and technologies. The exercise worked flawlessly for them. Their business circumstances made them ideal candidates for ABM, for instance lengthy sales cycles, high transaction sizes, and several decision-makers in purchasing committees. They have now realized that shooting in the dark and probably what sticks around is not the ideal method to develop a sustainable GTM process for their organizations. Moreover, they're debating whether to maintain their investment in inbound marketing methods and alternatively abandon it entirely!
On the other hand, smaller businesses are lagging behind in ABM implementation. They are aware that their existing spray and pray procedures are inefficient and require immediate improvement. They are powerless to ignore the continual buzz about the benefits of ABM and the larger good it may unlock for their firm. And yet, they are confused about how to begin. Additionally, they will learn how to integrate ABM into their current marketing processes. They exist in a perpetual state of contradiction, torn between the fear of missing out and the danger of prematurely disturbing the apple cart (the switch to ABM). Their meager marketing budgets and resources do little to aid them in decision-making.
As a result, marketing teams (large and small) are faced with a fundamental question: "Should I abandon inbound marketing methods in favor of ABM?"
The answer is a strict no! Both are essential.
Why Are Marketers Skeptical of the Efficacy of Inbound Marketing Strategies?
Current inbound B2B marketing practices are fragmented and generic, attracting the wrong types of leads. With a heterogeneous set of digital touchpoints, each with its own data silo, insights are dispersed throughout the organization, owing to multiple native dashboard management and data collectors.
What's behind the inbound demand funnel?
Inbound marketing is majorly concerned with attracting users or customers to your business's offerings. Three stages comprise the inbound funnel: attract, engage, and close. It enables marketers to communicate with each of these categories on a value-based basis. Things get muddled when there are a lot of digital touch points for inbound marketing strategies, like search engine optimization, social media marketing, digital and offline branding, and so on. This results in the decentralisation of insights. Marketers increase interaction through the use of social media and landing sites.
The sales team generates leads through email campaigns.
Client Relationship Managers respond to inquiries via automated content management systems.
Due to the dispersed nature of the touchpoints, the issue is ensuring that communications are consistent and personalized across the various account segments.
What's behind the ABM funnel?
Identify: Identify the accounts that most closely match your company's ideal customer profile criteria.
Engage: Use personalized and specialized content to reach out to and nurture those accounts, and urge them into conversion.
Establish and Expand: Attract new customers and uncover possibilities to expand existing accounts through a variety of customer marketing methods such as cross-sell, upsell, and retention.
ABM & Inbound Marketing - the Convergence of the Funnels
A common misunderstanding is that an ABM funnel and an inbound funnel are opposed. ABM and inbound marketing are not mutually exclusive strategies. Indeed, they complement one another. Both are facets of the same coin.
B2B marketers use ABM and inbound demand generation to have maximum impact. These two tactics combine to create a new funnel known as the "dual funnel." The dual funnel strategy entails maintaining a high-volume demand generation funnel in addition to a highly targeted account-based funnel. Both funnels function in tandem to engage a target demographic with a high level of intent and an inclination to buy.
This dual funnel strategy enables the identification of target accounts and the provision of tailored experiences through account-based approaches.
In a mature ABM program, marketers keep an eye on target accounts, retire underperforming ones, and replace them with new high-intent clients found and qualified through the inbound demand generation funnel, which is how they find and qualify new clients.
Conclusion:
When these two procedures are integrated, inbound marketing successfully generates leads. Additionally, account-based marketing focuses on customizing and delivering one-on-one messages and engagements to target accounts. Optimize your inbound marketing approach to generate the highest quality leads across all channels. When you set up your ABM funnel, only use it to get the most qualified leads. Then, use it for highly personalised and targeted marketing.
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