Whitepaper

The 2023 State of Pipeline Generation

420+ marketing leaders on pipeline generation challenges, strategies, and future plans
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Introduction

B2B marketers today battle a perfect storm of shrinking budgets, increasing revenue goals, and greater scrutiny.

Raise your hand if you have a fool-proof way to predict and generate pipeline.
In a perfect marketing world, we would know exactly what levers we have to pull to drive growth. But in reality, many of us are still having a hard time coming up with that perfect marketing mix required to hit our targets while keeping costs of acquisition low. And in our current climate, there is little room for error.

52% of sales and marketing teams have experienced layoffs in the past two years according to the marketing executives surveyed.

So, how are marketers maximizing engagement and increasing impact on pipeline creation and revenue actualization in a scalable, efficient way?

Well, the answer sounds simple enough: Marketers need access to actionable, quality data across the end-to-end funnel. But this is easier said than done. In fact, three-quarters (75%) of all marketers surveyed report that they spend too much time in “fire drill mode” answering questions from leadership regarding revenue projections and pipeline forecasts. Why? Limited insight into their pipeline.

When marketers have insight into channels, campaigns, and activities that contribute to pipeline generation and closed-won deals, they have the ability to identify the details that make up the largest percentage of revenue. They can pinpoint where leads are leaking in the funnel, and where there are conversion bottlenecks.

And when marketers can accurately predict how much revenue they are set to generate quarter-over-quarter, then prioritizing budget and resources, and shifting to a welcomed quality over quantity approach (more pipeline does not mean more customers) inevitably makes hitting targets much more achievable.


Fewer fire drills. Greater efficiency.

In The 2023 State of Pipeline Generation Report, 424 marketing professionals weigh in on the state of their pipeline, their approach to pipeline generation, and how they plan to hit their revenue targets in the year ahead.

Key Takeaways

1.
95% of marketers surveyed feel that having the ability to predict pipeline outcomes is important to the overall success of marketing programs.
2.
Three-quarters (75%) of all marketers surveyed report that they spend too much time in “fire drill mode” answering questions from leadership regarding revenue projections and pipeline forecasts.
3.
50% of those who can fully predict pipeline contributions saw a significant increase in revenue last year, compared to just 16% of those who cannot fully predict pipeline contributions.
4.
Over two-thirds (68%) of marketers don’t know where there is funnel leakage and conversion bottlenecks.
5.
There is a general lack of confidence in marketers’ ability to convert throughout the entirety of the marketing funnel.
6.
Only 29% of marketers surveyed say they can fully predict pipeline contributions and outcomes. In light of this, many said they plan to prioritize how to gain better insight into the pipeline in the year ahead.
THE REALITY OF PIPELINE GENERATION

What are marketers up against?

Generating pipeline comes with substantial challenges for marketers, the most significant barriers to success being lack of adequate data, scalability issues, and allocating budget. Each of these challenges feeds into the other, creating a cycle of barriers to success that marketers struggle to overcome without the right data.
Outlook on Business Success
44% of marketers surveyed feel extremely positive about the success of their organization in the year ahead. Throughout this report, you’ll see references to this group and what can contribute to a better outlook on success in the coming year.
Executive Insight
Executives are significantly more positive about their outlook on their organization’s success than others. 65% of executives feel extremely positive compared to35% of non-executives.

Marketers lack confidence in their ability to convert throughout the funnel.

Our research indicates that most marketers are not highly confident in their ability to convert prospects throughout the entirety of their funnel. This lack of confidence is most apparent in the middle and bottom of the funnel with just 37% of marketers reporting being extremely confident through the middle of the funnel and one in ten marketers feeling not at all confident in their bottom-of the-funnel conversions.
The ability to convert prospects (and predict that conversion) at the middle and bottom of the funnel is extremely important. Here’s why:
Timing
The middle and bottom funnel prospects are considering a purchase but simply haven’t made a purchasing decision. If you see prospects stop engaging they might not be ready to buy but if engagement is accelerating they likely need a little nudge over the goal line.
Investment
The bottom of your funnel is the key to your bottom line. A great deal of budget and resources is often dedicated to filling the top of the funnel, but if you don’t spend equal (if not more time) optimizing the middle and bottom of the funnel then you will not hit pipeline and revenue targets.
Velocity of the Sale
As you move down the pipeline, the time to close decreases, and that improves your ability to have an immediate impact on your monthly and quarterly sales goals.
THE REALITY OF PIPELINE GENERATION

Why a lack of confidence?

This general lack of confidence could be due to the fact that only 29% of marketers surveyed say they can fully predict pipeline contributions and outcomes. In fact, marketers who have full capabilities to predict pipeline contribution are significantly more confident in their end-to-end marketing funnel.
Ability to Predict Pipeline Outcomes
29% of marketers surveyed report being able to fully predict pipeline contributions and outcomes. This group gives us an opportunity to identify what access to data and the ability to forecast what contributes to success can help enable marketing teams to accomplish. Look for this “Pipeline Predictors” graphic throughout the report to see this perspective.

A major red flag:
68% of marketers don’t know where there is funnel leakage and conversion bottlenecks.

Pipeline Predictors
Those who have the ability to predict pipeline outcomes have a significantly greater ability to identify funnel leakage and conversion bottlenecks. 68% of those who have the ability to fully predict pipeline outcomes say they can fully identify where funnel leakage/bottlenecks occur compared to just 18% of all others.
The Data Marketers Need to Spot Funnel Leakage
When marketers have insight into why MQLs are not converting to opportunities or why accounts are stuck in the sales process, they can make more effective decisions on the where and why of funnel leakage and move forward with a solution to fix it.
PRIORITIZING PIPELINE INSIGHT

Marketers are making pipeline insight a priority.

The top three priorities for improving conversion rates in the year ahead are improving lead quality and nurturing, improving pipeline analysis, and understanding which leads and accounts convert. All three of the top priorities share a focus on improving conversion through a focus on uncovering exactly what is generating pipeline and revenue (and how to do more of it). The right data takes the guess work out of understanding what is leaking vs what is converting at every stage of the marketing funnel.
PRIORITIZING PIPELINE INSIGHT

Analyzing Pipeline Quality.

Currently, over half of marketers report that they analyze the quality of their marketing pipeline with forecast to actual comparisons (55%) and percentage of pipeline that closes (51%).
PRIORITIZING PIPELINE INSIGHT

Metrics to measure success.

Nearly half (48%) of marketers surveyed report that they are measuring campaign success based on Return On Investment (ROI) or Customer Acquisition Cost. Other commonly reported metrics used include Revenue Contribution (47%) and Win/Loss Rate (37%), according to marketers.

It is encouraging news that ROI and revenue contribution top the list of metrics that marketers are using to measure success. It signals a shift in focus that organizations are making away from vanity metrics to supporting revenue generation.
PRIORITIZING PIPELINE INSIGHT

Using attribution.

Multi-touch and custom attribution models are the most commonly reported by marketers. Multi-touch attribution models allow marketers to pinpoint all of the channels that contribute to a conversion and which of those channels have the most impact on a conversion.
57% of those who could identify an attribution model, chose more than one model that they use.
Having the ability to easily switch between first, last, and multi-touch marketing attribution models helps marketers analyze how marketing tactics and touchpoints contribute to sales.
PRIORITIZING PIPELINE INSIGHT

Which channels are making an impact?

Email marketing is making the most impact for marketers according to 42% of those surveyed, but social media, content marketing, and organic search are close behind with 38%, 35%, and 34% of marketers reporting these at channels that have the most impact on pipeline generation, respectively.

Many marketers are experiencing shrinking budgets and are being forced to work with fewer resources. With this comes a drop in marketing spend, so it is no surprise that more organic channels are being favored by marketers as avenues making the most impact on pipeline generation.
THE COMPETITIVE ADVANTAGE: PREDICTING PIPELINE

Improving scalability and efficiency.

95% of marketers surveyed feel that having the ability to predict pipeline outcomes is important to the overall success of marketing programs.

Successfully predicting or forecasting pipeline gives marketers the ability to use resources more efficiently, improves confidence to hit revenue contribution goals, meet targets, and pivot their strategies. When leadership and boards have confidence in the numbers and the GTM strategy aligned to it, marketers are much less likely to be in ‘fire drill’ mode and are able to be much more strategic.
Pipeline Predictors
Those who can fully predict pipeline outcomes are significantly more likely to have a positive outlook on the success of their business compared to those who cannot. (76% of those who can fully predict say have an extremely positive outlook vs. 31% of all others.)
PRIORITIZING PIPELINE INSIGHT

Resource allocation.

Gaining valuable insight into pipeline outcomes doesn’t have to mean adding additional resources. Those who can fully predict pipeline outcomes and those who cannot have similar resources dedicated to supporting these insights as a part of their job.
Pipeline Predictors
50% of those who can fully predict pipeline contributions saw a significant increase in revenue last year, compared to just 16% of those who cannot fully predict pipeline contributions.
THE COMPETITIVE ADVANTAGE: PREDICTING PIPELINE

How are marketers predicting pipeline?

Most organizations that can predict pipeline contributions are doing so manually to some extent. 60% of those surveyed report forecasting pipeline
using either entirely manual or mostly manual processes.
78% of those who can predict pipeline to any extent describe this process as somewhat or extremely easy.

As confidence in pipeline predictions increases, so does revenue.

32% of those who can predict pipeline outcomes to any extent feel extremely confident in these predictions. This highly confident group also has significantly more confidence in their ability to convert prospects in every stage of the funnel, and they are over 3x more likely than those with less confidence to know where funnel leakage and conversion bottlenecks are. (70% vs 20% are able to fully identify where funnel leakage and conversion bottlenecks are.)
Automation
Those with the most confidence in their pipeline predictions are more likely to have entirely automated processes to predict. (14% vs 6% of all others.)
Real-Time Visibility
Nine out of ten (90%) marketers who have the most confidence in their pipeline predictions have real-time visibility into the data to determine when it is time to pivot marketing strategies and tactics.
Transparency with Leadership
Those with the most confidence in their pipeline predictions are significantly more likely to have leadership teams with full visibility into their pipeline. (87% vs 44% of those with less confidence.)
DRIVING RESULTS

Know when to pivot.

Generating pipeline comes with substantial challenges for marketers, the most significant barriers to success being lack of adequate data, scalability issues, and allocating budget. Each of these challenges feeds into the other, creating a cycle of barriers to success that marketers struggle to overcome without the right data.
Positive Business Outlook
60% of those who have who report having real-time visibility into data that allows them to pivot their marketing strategies and tactics report feeling extremely positive about the success of their organization in the year ahead, compared to just 24% of those who do not have real-time visibility.
Revenue Growth
Over one-third (34%) of those who report having real-time visibility into data that allows them to pivot their marketing strategies and tactics saw a significant increase in revenue last year, compared to just 15% of those who do not have this insight.

Know the big picture.

Full-funnel visibility is critical for marketing teams as they aim to hit targets. This full-funnel view of data gives leadership the ability to make better strategic decisions and allows marketing and sales teams to align on what is generating pipeline and ultimately, revenue.

Over half (54%) of marketers surveyed report that their leadership team has full visibility into their pipeline. These organizations that have leadership teams in the know are more likely to have seen a significant increase in revenue last year (35% vs 15% of all others) and are more confident in their ability to convert throughout the funnel.
Executive Insight
81% of the executives from the group who say leadership has full visibility into their pipeline have an extremely positive outlook on the success of their business in the coming year.
Does your leadership team have visibility into your pipeline?
Why is full-funnel visibility so important? When sales teams can assess the health and quality of their pipeline, issues can be identified and decisions can be made proactively to keep confidence up each quarter.

An added benefit is marketing and sales alignment. When both teams have visibility into the end-to-end funnel, they can get aligned on the go-to market strategy, how to fix problems, and optimize conversions. Visibility into your pipeline helps remove subjectivity that can separate teams and instead, teams can develop shared goals to overcome specific challenges.

Know where and how to spend.

One-third (33%) of marketers report budget allocation as a top challenge as they try to achieve pipeline generation success. When marketers don’t have access to the right data, it is a guessing game of where to allocate marketing dollars.
Executive Insight
Nearly half (46%) of executives surveyed say they are “always fighting fires” when it comes to answering questions on revenue projections and pipelines.
43% of those surveyed say that one of the greatest benefits of successfully predicting or forecasting pipeline is a more efficient use of resources.
DRIVING RESULTS

Know how to sustain growth.

One-third (33%) of marketers report that a top challenge of successfully generating pipeline is their inability to scale demand programs efficiently to meet growth targets. This is no surprise as one in five (20%) of those surveyed report not having access to the data required to build a scalable strategy to predictably hit pipeline and revenue targets. Another 26% say they rely mostly on guesswork and hope for the best.
Marketers who do have a scalable strategy to predictably hit pipeline and revenue targets have a few things in common:
  • They have a more positive outlook on the success of their business in the coming year. 60% of those who know the exact marketing activities to execute in order to hit targets feel extremely positive going into this year compared to 25% of those who do know have this insight.
  • They have seen more increase in revenue in the last year. 39% of those who know the exact marketing activities to execute in order to hit targets saw a significant increase in revenue last year compared to just 10% of all others.
  • They are more likely to have the ability to generate and predict their contribution to pipeline. Nearly half (49%) of those who know the exact marketing activities to execute in order to hit targets have the ability to fully predict pipeline contributions compared to just 4% of all others.

Which data do you need to be successful?

Measuring the Health of Your Pipeline:
When you think of the health of your pipeline, here are two metrics you should focus on:
MQL to SQL % helps to determine the quality of your MQLs. This metric is a leading indicator of your pipeline that will be created perhaps months down the line. When your MQL conversions drop, you can guess your pipeline volume will take a hit shortly.
Win/Loss rate indicates the ratio of opportunities you close versus create. It is helpful to dissect the win rates by segments: regions, reps, titles, channels, campaigns, etc.

Conclusion

Gaining visibility into your pipeline and funnel can be a monumental win when it comes to hitting revenue targets. Insight into which leads and opportunities are converting into revenue allows you to focus on driving and closing winnable deals.

The research in this study shows that when you have a better understanding of the data in your pipeline and funnel you will reduce your fire drills, and that is a welcome outcome for all marketing professionals. In a year that may bring challenges of tighter budgets and higher expectations, unlocking the insights of your pipeline to make better decisions is a necessity. Use this research to take the next steps to greater efficiency on pipeline generation and creating a plan to hit your revenue goals in the year ahead.

Participants and Methodology

N = 424 B2B Marketing Professionals
Methodology
With a custom online questionnaire, we surveyed 424 marketing professionals who represent North American companies operating in the Business-to-Business (B2B) space, with more than 250 employees. These survey participants represent a variety of roles and industries. The survey was fielded during the month of January 2023.

No more random acts of marketing.

Pipeline & Revenue Predictions, Attribution and Funnel Intelligence in one place.

No more random acts of marketing.

Pipeline & Revenue Predictions, Attribution and Funnel Intelligence in one place.
Getting to the finish line

7 Best Practices of Demand Generation Effectiveness

Effective demand gen programs involve a vast set of tactical and strategic components. This includes the orchestration of impactful campaigns, the creation of engaging content, the delivery of clear and compelling messages, and the reinforcement of your unique value proposition across multiple touchpoints.

But today, it’s not just about clear messaging and robust campaigns. Speed and impact play a bigger role than ever. Marketers are increasingly being measured by their contribution to organizational revenue goals. This increased alignment to revenue means that there’s a bigger emphasis on impact beyond acquiring new leads.

To make your demand gen strategy work best, you must find the right balance between getting immediate results and having projected outcomes you can feel confident about—and it ultimately boils down to having high-quality data. That’s where accurately forecasting how much business your marketing efforts will generate and the revenue you will bring in becomes a critical variable for success.

It begins with setting achievable goals, pinpointing which levers are making the greatest impact in your path forward, making informed investments that will maximize the ROI of your programmatic efforts, and ultimately improving your overall pipeline generation machine to achieve predictable revenue growth, backed by data.

Creating a solid demand gen strategy includes seven best practices that we will break down in this guide.

Key Takeaways

1.

95% of marketers surveyed feel that having the ability to predict pipeline outcomes is important to the overall success of marketing programs.

3.

50% of those who can fully predict
pipeline contributions saw a significant increase in revenue last
year, compared to just 16% of those who cannot fully predict pipeline contributions.

5.

There is a general lack of confidence in marketers’ ability to convert throughout the entirety of the marketing funnel.

2.

Three-quarters (75%) of all marketerssurveyed report that they spendtoo much time in “fire drill mode”answering questions from leadershipregarding revenue projections andpipeline forecasts.

4.

Over two-thirds (68%) of marketers don’t know where there is funnel leakage and conversion bottlenecks.

1.

Only 29% of marketers surveyed say they can fully predict pipeline
contributions and outcomes. In light of this, many said they plan to prioritize how to gain better insight into the pipeline in the year ahead.

Best practice #1

Set Achievable Goals

When pressured to “deliver more leads,” marketing leaders can fall into the trap of goal-setting that’s not based on data in an attempt to close pipeline gaps.

The pitfall of this approach is that it fuels unrealistic expectations, sets growth teams up for failure, and creates mistrust between sales and marketing teams. So where to begin instead?

Get narrow on your target segments

One of the most important pillars of a successful growth strategy is focus. This doesn’t mean your tactical approach should be slim in scope, but it does mean that who you target should be specific and strategic.

This will enable you to effectively test your messaging and have a greater impact on pipeline generation, especially if you’re aligned with the sales team on their late-stage opportunities.

Define your metrics for success and tie goals to organizational objectives

Alignment to your organizational goals means that you must work hand-in-hand with your sales operations and revenue operations leaders to set goals that roll up into overarching organizational Objectives and Key Results (OKRs). This alignment with other revenue teams ensures you work together toward the same objectives and don’t reinvent the wheel.

Which of the following attribution
models do you currently use?

Gain a firm grasp on pipeline predictability

Making accurate predictions on lead generation is easier said than done. With data hygiene crises on most revenue teams, it’s hard to get a grip on pipeline health. However, it’s not impossible. Mapping your GTM motion and leveraging AI to analyze the journey can help you uncover conversion and leakage insights that can help you improve the overall lead journey and your goal attainment.

Best practice #2

Use a Holistic Approach to Attribution

What is Attribution Marketing?

Marketing attribution is correctly assigning credit for the impact of all marketing campaigns on pipeline and revenue. Proper attribution is a critical way to measure the results of marketing programs. It helps you prioritize your budget and see where to place budget bets. Most importantly, marketing attribution helps organizations plan for the future with predictable outcomes.

Today, marketing attribution is complex and confusing. While digital marketing has made it possible to track and measure most activities, attribution data is generally siloed, preventing a true view across the full funnel. And because marketing and sales outcomes are tracked in separate systems, organizations can’t assess buyer journeys or see how the earliest touchpoints affect pipeline and revenue. It’s a frustrating situation.

Marketers can choose from several attribution models: single-touch attribution models, which assign credit to one touchpoint (usually first or last touch), and multi-touch attribution models, which give credit to various touchpoints along the lead journey.

“The purpose of attribution is budget prioritization and to know what’s impacting and what’s not.In the world of a tight budget, marketing measurement has never been more important.”

Bonnie CraterCEO
Full Circle Insights

42%

of marketers use multi-touch attribution models today.

Unfortunately, these attribution models are subjective. They often drive tension across marketing and sales teams who want to earn credit for pipeline generation, and they’re simply not a straightforward way to truly understand what’s working and what’s not.

How to achieve Full Funnel Attribution?

Only 31% of marketers say they can measure ROI accurately using multi-touch attribution. Traditional attribution models don’t provide insight into the “deep funnel”, don’t account for incomplete data, and—because they rely on historical data—don’t enable forward-looking predictions. Legacy marketing attribution approaches can be ambiguous and cause tension between marketing and sales teams.

But today, there’s a better way to approach attribution. Marketing intelligence technology has paved the way for AI-powered full-funnel attribution, allowing marketing teams to gain access to a full-funnel view of which levers are driving success.

Marketers are able to map the go-to-market motion from lead to opportunity and ultimately to revenue by leveraging the technology to:

☑ Pin-point your highest converting channels

☑ Surface common conversion paths to determine what works best

☑ Evaluate touchpoints based on engagement and effectiveness

☑ Provide recommendations on your best path forward through ‘next best action’

By facilitating a forward-thinking and predictive approach to attribution, deep funnel attribution links to specific funnel tactics for real-time strategic insights.

This approach equips marketing teams with the information they need to make informed decisions on a daily basis. It helps identify the most effective strategies at each stage of the lead journey, optimizing resource allocation and ensuring that every action aligns with forecasted goals.

Marketers must move beyond first- or last-touch attribution. Gain full-funnel insight by understanding how dark funnel data informs deep funnel behavior and conversions

Full-Funnel Attribution Shows What’s Working

Full-funnel attribution goes beyond the fundamental question of assigning credit into the nuances of real impact. It sheds light on the highest-impact tactics across campaigns, channels, and activities.

This approach offers insights into the likelihood of converting leads to Marketing Qualified Leads (MQLs) and Sales Qualified Leads (SQLs). Its granularity empowers marketing leaders with the knowledge needed to optimize their efforts and drive greater success throughout the entire sales funnel.

Full-Funnel Attribution Recommends Next Best Steps

By analyzing many data points, both on-and off-line, deep funnel attribution can also recommend the "Next Best Action" for sales rep follow-up, lead nurturing, and conversion, offering detailed next steps to help marketing leaders determine how to tweak and adapt marketing efforts based on what’s working.

The rise of full-funnel attribution, powered by AI, provides marketing teams with a complete view of the sales funnel and valuable insights into what's driving success.

Historically, creating an attribution model has been daunting and complex, but new marketing intelligence technologies are simplifying this process with great success. Now, marketing leaders can concentrate on refining strategies and execution with actionable insights on not only where to attribute success, but also what to do next, and where to invest.

How BigID Democratizes Data and Optimizes Campaign Strategy with RevSure

BigID is a leader in data security, privacy, compliance, and governance; enabling organizations to proactively protect and get more value from their data in a single platform.

As a high-growth technology company in a competitive market, BigID’s marketing team moves quickly and wants to move even faster. But data siloed in separate systems and lack of campaign visibility across the whole team was preventing each member from driving their own programs to optimize strategy. The company wanted to ramp up its analytics capabilities to drive results more effectively.

"There are multiple people on our demand gen team who go into RevSure every day and can easily point and click and get what they need. That makes them more agile, and makes us more responsive and able to optimize our campaign strategies, which in turn drives growth across the entire business.”

Sarah Hospelhorn, BigID CMO

RevSure allows BigID’s marketing team to move as rapidly as it needs to.

Now BigID has:

  • Full-funnel visibility to analyze results, plan strategy, and see what worked and what didn't quickly and easily
  • Ad channel system integration for a single source for metrics, accurate spending, and consistent campaign names
  • Data insight by different channels down to the campaign level for a more informed strategy and micro optimization and sales improve its processes
Best practice #3

Maximize Campaign ROI

Now that we’ve explained full-funnel attribution and the role AI plays, it’s time to drill into the nuts and bolts: determining what’s working, what’s not, and how to make budget calls that don’t leave you sweating on pipeline calls.

Many marketers report lacking confidence in the ability to convert leads, especially as leads move further into the funnel. According to the RevSure State of Pipeline Generation Report, only 37% of marketers report being extremely confident about converting MOFU leads and one in ten marketers feel not at all confident about converting BOFU leads.

It boils down to the fact that predictable pipeline contributions and outcomes are stymied by a lack of solid analytics. There are three steps you can take to remedy this:

     1. Make sense of data

     2. Optimize campaign effectiveness

     3. Improve marketing spend efficiency

Following these three steps will empower you to predict campaign outcomes so that you can maximize marketing ROI.

Step 1: Make Sense of your Data

Most marketers today spend hours analyzing spreadsheets with countless tabs, moving from sheet to sheet, trying to tell a story with the data. Unfortunately, many organizations have a data hygiene crisis. Inconsistent data from the CRM, account-based management platforms, and other revenue analytics tools make it hard to paint an accurate picture.

This means most marketing teams have a skewed, incomplete perspective on which marketing programs are driving the most impact, what channels are providing the most value, and which leads actually have a high likelihood of closing. In fact, 48% of marketers report that they are measuring campaign success solely based on Return On Investment (ROI) or Customer Acquisition Cost, illuminating how other contributing data points are often disregarded.

Here’s where AI can play a critical role in helping you make more informed decisions.

How Marketers Use AI to Make Sense of Data

Activate Funnel Management

Instead of using guesswork to predict what’s contributing to conversions, marketers can use AI to gain visibility into their marketing mix and attribution, empowering you to maximize ROI throughout the customer journey. This helps you understand what levers can be pulled to ensure an opportunity moves through the journey, optimizing close rates.

Understand Lead Propensity

AI allows marketers to determine how likely their leads are to buy. As an advanced alternative to lead scoring, AI-scored lead propensity offers the ability to measure the likelihood of leads contributing to the pipeline.

Increase Funnel Speed

AI allows marketers to understand where bottlenecks are from marketing to sales, and offers guidance on where to improve the process around the buying journey.

Aggregate Data

AI enhancements of attribution and data cataloging allow marketers to gain a holistic view of data and strategically dissect which sources create leads with the highest propensity to purchase or with larger average deal sizes.

How SnapLogic Replaced Siloed Spreadsheets With Full Funnel Insights

SnapLogic is the leader in AI-led generative integration. The SnapLogic platform accelerates digital transformation across the enterprise and empowers faster and easier integration.

Before implementing RevSure’s full-funnel attribution solution, SnapLogic’s marketing team knew where it was spending money and what the return was. However, it lacked the ability to analyze the ROI of their GTM strategy on a granular level and couldn’t determine what percentage of spend was driving pipeline. In addition, each revenue owner had a separate data analysis spreadsheet, which led to conflicting reporting, conclusions, and action plans.

“With RevSure’s AI-based pipeline acceleration platform, we know how things are moving across the funnel, what’s moving forward, what’s moving back, what’s staying stagnant.”

AJ Patel, Senior Director of Finance, SnapLogic

With RevSure, SnapLogic has gained unprecedented insight into its revenue motion, including:

Now SnapLogic has gained unprecedented insight into its revenue motion, including:

  • Full funnel insights across every stage of the marketing and sales funnel
  • Visibility into lead behavior and which leads are moving through the funnel and which are not
  • Visibility into projected time-to-value on investments and when ROI can be expected to impact pipeline, backed by data.
  • Enhanced team performance with data-driven strategy changes that helped marketing improve its mix of programs, and sales improve its processes

Step 2: Optimize Campaign Effectiveness

Every company’s marketing mix execution plan varies the amount of time, budget, personalization, and automation required for success. The best strategies employ the right mix of tactics and spend to reach and convert target audiences.

Here are five tactics you can implement to improve your marketing strategy and optimize campaign effectiveness.

How Marketers Use AI to Make Sense of Data

1. Be where your buyers are

It’s critical to assess where your buyers go to conduct their research and improve their domain knowledge. For example, a B2B manufacturing buyer may not be active on Instagram or Threads, so investing in this channel will yield low ROI.

2. Run a competitive analysis

Another factor to consider is the competitive landscape and the current and emerging trends in your industry. You can conduct a SWOT analysis to identify your strengths, weaknesses, opportunities, and threats in relation to your competitors and their demand gen strategy. Today’s SEO tools can provide granular insight into keywords, and ads that your competitors are bidding on.

Ask these Questions:

What marketing & sales activation channels am I using today?

☑ Which channels are owned vs paid?

☑ What is my budget allocation across paid channels?

☑ Which channels do my target buyers actually engage with?

☑ How do I measure success on each channel?

☑ Which business-level metrics and KPIs can I optimize?

☑ Can I connect each channel to revenue or other business-level metrics?

Use a Holistic Approach to Attribution

3. Define your segments and tailor your messaging

Align channels to your target segments, as different types of personas take different engagement strategies. Messaging tweaks, timing, outreach style, and marketing tactics vary for each segment that you target.

4. Choose your channels

Based on your lead generation goals, you can determine which channels to begin with. If you’re starting from scratch, a good place to start is to understand which free channels are frequented most by your buyers, and use the content distribution matrix to map out your greatest areas of opportunity. Then, you can make investments into these channels with the creation of relevant, educational content.

5. Monitor and measure performance

Finally, after you define your action plan and set it in motion, you need to create a framework to monitor and measure performance. The types of metrics you track and assign value to will determine the effectiveness of your reporting mechanism. Avoid the trap of using only traffic and engagement metrics as a core measurement of success. It takes an integrated approach to all metric types—from traffic to engagement, to conversion to business impact—to paint a holistic picture and move the needle on revenue goal attainment.

42%

of those surveyed reported that email marketing is making the most impact for marketers, but social media, content marketing, and organic search are close behind.

What channels have the greatest impact on pipeline generation?

Get a Holistic View of All Marketing Metrics

Marketing reports provide you with a limited benchmark for how things are working.

With a reporting mechanism in place, you can look at a report and get a partial glimpse into if you’re succeeding, where you’re falling short, where improvements need to be made, and which channels are working and which are not.

But at most companies, it’s a daunting task to capture, measure, and synthesize all of these data points. Today’s AI-powered attribution solutions let you aggregate data, simplify reporting, and gain granular insights. AI can help you analyze performance and arm your revenue teams with confidence.

Step 3: Improve Marketing Spend Efficiency

The last step is to determine where your marketing spend is actually contributing to revenue.

One third of marketers report budget allocation as a top challenge for achieving pipeline generation success. When marketers don’t have access to the right data, allocating marketing dollars is a guessing game.

Step 3: Improve Marketing Spend Efficiency

The last step is to determine where your marketing spend is actually contributing to revenue.

One third of marketers report budget allocation as a top challenge for achieving pipeline generation success. When marketers don’t have access to the right data, allocating marketing dollars is a guessing game.

Being able to predict and forecast pipeline enables you to make data-driven decisions that inform how well you spend your marketing dollars. The quality and timing of these recommendations are critical to impact pipeline in the short and long term.

With RevSure’s Pipeline Projections, you can extract, transform, and unify data from every major sales and marketing platform for accurate learnings on your pipeline health that you can use to shift investments into the channels, campaigns, or ads that are working well.

Leveraging AI, RevSure assigns a pipeline conversion likelihood and a potential opportunity value to every lead. This assigned value is unique to your GTM motion, factoring in attributes such as lead, account, and opportunity journey data. By tracking conversions at every stage of the lead journey, you’re able to focus on the right efforts on a stage-by-stage level.

When you become proactive on generating and covering your sales pipeline for both current and future quarters, you enhance your ability to predict outcomes, identify potential issues early, and access valuable insights that can help you increase revenue faster.

Best practice #4

Accelerate Pipeline Efficiency

Once you’ve started to improve campaign ROI and marketing spend, it’s time to improve how those leads convert into qualified sales opportunities. This step is critical to drive revenue, but arguably the hardest of them all.

The handoff of a lead between marketing and sales often faces a lot of challenges. As hard as it can be to admit, what makes a qualified lead for you might not be perceived as a qualified opportunity by sales. Here’s where defined marketing lead criteria and a rigorous de-qualification process are key to driving the trust needed for sales to follow up on your hard-earned leads.

Here are three ways to accelerate pipeline efficiency:

     1. Diagnose pipeline health

     2. Close funnel leaks

     3. Improve sales velocity

Step 1: Diagnose Pipeline Health

Having insight into conversions beyond the funnel and into the pipeline is critical. Tracking stage-by-stage conversions can help you better understand where opportunities are getting stuck in the funnel and drive predictability, speed, effectiveness and alignment.

A healthy sales pipeline means that there are enough leads and opportunities in each stage to ensure consistent revenue growth. Analyzing pipeline health helps teams identify areas that require improvement, such as increasing lead generation, improving sales conversion rates, or shortening the sales cycle.

By managing the pipeline health effectively, sales and marketing teams can increase revenue, improve forecasting accuracy, and ultimately achieve business growth.

Wondering if you are going to miss your targets?

Real-time projections help you monitor your pipeline and bookings, including where you are tracking against your targets.

Step 2: Close Funnel Leaks

Now that you have analyzed pipeline health and know where leads fall out of the consideration funnel, it’s critical to take a surgical approach to closing these leaks.

Begin by analyzing why prospects leave the funnel. If most leave at an early stage, you may be targeting the wrong Ideal Customer Profile (ICP). Mid-stage losses can be attributed to lack of information or mismatch with prospect needs. Late-stage losses can be due to competition or missed opportunities to reinforce your value proposition. You must also determine whether it’s a lack of follow up or other action by the sales team.

One tool to prevent lead loss is content that showcases the ROI of your solution, aligns to unique buyer motivations, provides social proof, and validates your offering. A nurture campaign of stage-appropriate content such as white papers and case studies can keep buyers informed and engaged.

Here are three types of gap-closing content:

An ROI Calculator

It’s critical to assess where your buyers go to conduct their research and improve their domain knowledge. For example, a B2B manufacturing buyer may not be active on Instagram or Threads, so investing in this channel will yield low ROI.

Competitive comparison one-pagers

Another factor to consider is the competitive landscape and the current and emerging trends in your industry. You can conduct a SWOT analysis to identify your strengths, weaknesses, opportunities, and threats in relation to your competitors and their demand gen strategy. Today’s SEO tools can provide granular insight into keywords, and ads that your competitors are bidding on.

Third-party reviews

There’s no better way to prove your value than through the words of your customers. Make investments in third-party review sites like G2, Gartner Peer Insights, TrustRadius, and Capterra. If done right, these sites can also serve as lead-generation sources.

Step 3: Improve Sales Velocity

Moving deals through the pipeline faster requires ruthless prioritization and lead scoring. It means you need to be sourcing higher-quality leads—even if that means having fewer leads altogether.

There are two common ways to capture and nurture high-quality opportunities to drive sales velocity.

1. Remove prospects with the lowest likelihood of progressing

Sometimes, we get stuck on the notion that we must cultivate every prospect in our pipeline. By cutting the dead weight, you can focus efforts on the opportunities that have the strongest outlook. Pipeline intelligence can help sort through which opportunities to pursue with greater accuracy and speed.

2. Define step-by-step actions for high-quality prospects

Once you have identified the best opportunities in your pipeline, pursue them with a clear action plan. Scaling this manually can be a challenge. Pipeline intelligence capabilities that set your next-best action enable you to take proactive steps to keep prospects engaged.

Best practice #5

Improve Win Rates with Predictive Intelligence

Predictive intelligence uses AI to provide a forward-looking projection into prospect behavior, helping you identify high-performing opportunities to generate pipeline.

With RevSure’s predictive intelligence capabilities, you can hone in on win rates and improve your overall performance. AI-powered solutions provide intelligence that can help you design a powerful action plan with confidence. Additionally, you can gain insights into the current state of your pipeline and the key factors influencing win rates. Monitoring pipeline health and aligning it with predefined targets becomes a straightforward task, allowing for proactive adjustments.

Predictive intelligence equips teams with the knowledge needed to enhance pipeline quality and identify areas of potential leakage. It provides insights into which segments have the highest probability of conversion and offers actionable guidance on transforming leads into opportunities and driving successful conversions.

Perhaps most importantly, reporting becomes a much simpler lift, eliminating guesswork and enabling your entire marketing organization to make data-driven decisions confidently.

“We need to keep looking at the pipeline goal as a shared responsibility of sales and marketing, with sourcing splits being directional, not absolute.”

Carilu Dietrich
CMO Marketing Advisor, Ex-Atlassian
Best practice #6

Choose the Right Full-Funnel Attribution Solution

It’s essential to adopt a full-funnel attribution solution that empowers you to understand your data, analyze marketing performance at different journey stages, and boost both conversions and pipeline.

While there are a variety of vendors on the market today, it’s critical to find the best fit for the needs of your marketing team. Here are a few tips to consider.

1. Identify a solution that analyzes performance from both marketing and sales funnels

It's crucial to find a platform that will actively bridge the gap between marketing and sales funnels. This platform should offer comprehensive insights into the lead-to-prospect journey, enabling you to make informed decisions for your entire revenue motion.

2. Make sure AI modeling is designed for inconsistent data

Let’s face it—most marketing teams don’t have the cleanest data. The good news is, there are ways to diagnose your pipeline health even with incomplete data inputs. When choosing a partner, seek out AI modeling that can handle incomplete data inputs effectively. This will help keep your reporting reliable, even when dealing with varying or irregular data sources.

3. Choose a platform that goes live in weeks, not months

In a world where market conditions can change rapidly, the ability to get your platform up and running within weeks allows your business to respond swiftly to emerging trends and shifting business demands. Shorter deployment timelines often translate to cost savings. With fewer resources allocated to getting timely, accurate analytics, you can focus on making strategic decisions that will impact pipeline this quarter and next.

4. Choose a pipeline intelligence offering that complements your ABM platform

Traditional ABM platforms have a wealth of insights and reporting capabilities for accounts, intent and engagement. However, platforms that offer more sophisticated pipeline intelligence capabilities include pipeline predictions on how those accounts will convert and how much pipeline they will generate. In using these two solutions together, companies can build more accurate forecasts around where larger deals from target accounts will come, which helps with sales bandwidth and resource planning as well as marketing allocations.

Best practice #7

Align Sales and Marketing Attribution

Sales and marketing alignment plays a pivotal role in enhancing communication, facilitating collaboration, and streamlining processes to drive revenue.

Establishing shared goals and a common attribution model between marketing and sales is paramount to growing existing accounts and securing new business. Aligning teams ensures these critical functions are working in tandem, concentrating on identical objectives and strategies. This synchronization leads to a more efficient approach to lead generation, nurturing, and conversion.

Robust attribution and reporting mechanisms empower sales teams with the confidence to pursue leads generated by marketing. By relying on data-driven insights and metrics that genuinely reflect marketing effectiveness, sales can maximize their efforts.

To achieve this, it’s imperative to move away from vanity metrics towards shared goals. Vanity metrics such as views or impressions are often showcased in marketing reports and can be misleading. While they may appear favorable, they fail to provide an accurate gauge of marketing’s actual impact on business outcomes. This misalignment can hinder progress and decision-making.

Another alignment lever to use are shared goals, which prepare the sales team to seize opportunities promptly, especially when high-intent leads emerge.

This readiness fosters a seamless lead handoff and enhances the likelihood of successful conversions.

When your sales and marketing teams can capture every touchpoint and see exactly what is generating pipeline, you can surface insights that are instrumental in crafting a go-to-market (GTM) strategy that is both predictable and scalable.

Adopt these best practices for demand generation and never miss a revenue target again.

Drive Revenue Growth WithRevSure

RevSure gives sales and marketing teams unparalleled AI-driven insights into pipeline health.

RevSure’s full-funnel attribution solution empowers businesses to drive qualified opportunities with predictive insights from the entire revenue funnel to optimize marketing and sales investments and ensure you never miss pipeline targets again.

RevSure takes the guesswork out of your marketing strategy, giving you data-driven insight into your overall funnel health so you can know how to improve your marketing efforts and drive revenue growth.

  • Quantify marketing contribution at every stage of the funnel and quickly pivot from under-performing programs, double down on those that are performing well, and accurately understand the impact of investments on revenue.
  • Confidently commit to pipeline generation and coverage targets with a forward-looking view of your pipeline based on your company’s unique GTM motion.
  • Ditch manual calculations and average calculations, allowing AI to show you which leads to prioritize, what campaigns to scale, or where funnel leakage is preventing conversions, with granular insight into each stage of the marketing and sales funnel.

No more random acts of marketing.

Pipeline & Revenue Predictions, Attribution and Funnel Intelligence in one place.