Marketing Automation · 10 min read
Marketing operations, rebuilt
#Data quality #Marketing attribution #Sales alignment #MarOps

Marketing operations, rebuilt: connecting data, technology and teams into one growth engine.

Data quality, attribution, account-based marketing, market intelligence, lead nurturing, testing and sales alignment. Together they form the connected discipline that turns marketing technology into marketing results.

What B2B marketing operations actually is

At its simplest, marketing operations is the infrastructure behind modern marketing.

It makes sure information can move between systems, customer interactions can be tracked, leads can be managed, campaigns can be measured, and marketing and sales can work from the same information.

A typical B2B company may have a CRM 🛈, marketing automation platform, website analytics, advertising platforms, event tools, sales engagement software, customer databases, reporting systems, and many other applications.

Each system may work perfectly well on its own. The problem starts when those systems do not work well together.

Your tracking may know what a prospect downloaded. Your advertising platform knows which campaign brought them to the site. Your CRM knows what happened during the sales process. Your event system knows that the prospect attended a conference.

If that information remains separated, the business never gets a complete picture of the customer.

The goal of marketing operations is not to have more technology. It is to make the technology, data, and processes you already have work together.

Connecting the marketing technology stack

Modern marketing teams rely on many different technologies. The problem is not necessarily the number of systems. The problem is what happens when those systems operate independently.

Website analytics may capture one part of the customer journey while the CRM captures another. Advertising platforms collect campaign information, while marketing automation records email interactions and form submissions.

When those systems are connected, information collected in one place can become useful somewhere else.

Website activity can help inform lead qualification. Campaign information can be connected to opportunities. Sales teams can see relevant marketing activity, while marketers can understand what happens to leads after they are handed over.

This is why integrations, tracking, and a consistent understanding of customer data are such important parts of marketing operations.

Marketing technology has also moved through four stages, and each one adds a layer of connection. Select a card to see what each stage looks like.

Traditional marketing

  • Mass outreach
  • Print, TV and trade shows
  • Limited targeting
  • Hard to measure impact
The impact
Broad but untargeted reachResults hard to measureSpend hard to tie to revenue

Why data quality matters

Everything else depends on the quality of your data.

Incorrect contact information, duplicate records, outdated company information, inconsistent fields, and incomplete customer profiles can affect almost every part of marketing.

Poor data can lead to incorrect segmentation, poor personalization, inaccurate lead scoring, bad routing, unreliable reporting, and irrelevant communications.

Data quality should therefore not be treated as a one-time database cleanup. Companies change. People change jobs. Contact information becomes outdated. Businesses grow, merge, or close.

A good marketing operation continuously monitors and improves its data.

One practical approach is to improve data at the point where it enters your systems. Instead of asking prospects to provide information you can obtain elsewhere, you can keep forms simpler while enriching records with additional company and contact information behind the scenes.

The objective is not to collect as much information as possible. The objective is to collect the right information and keep it trustworthy.

Marketing attribution and revenue

One of the biggest challenges for B2B marketers is demonstrating the connection between marketing activity and business results.

Leads, clicks, downloads, and website traffic are useful measurements, but they do not necessarily tell you whether marketing is helping create revenue.

This is where marketing attribution 🛈 becomes important.

Consider a typical B2B buyer. They might first discover your company through an advertisement. Several weeks later, they read an article. Someone else from the same company attends a webinar. Months later, a salesperson gets involved.

Which interaction created the opportunity? The answer is usually not one interaction.

First-touch

First interaction

Gives all the credit to the first marketing interaction.

Last-touch

Last interaction

Gives all the credit to the interaction immediately before conversion.

Multi-touch

Whole journey

Provides a more realistic view by considering several interactions throughout the buying journey.

Try it

Who gets the credit?

Pick an attribution model to see how one opportunity credits three marketing interactions. All data here is an example.

Both first-touch and last-touch approaches can be useful for specific purposes, but neither tells the complete story.

If the buying journey involves multiple interactions, your measurement should reflect that journey.

Account-based marketing

B2B purchases are rarely made by one person.

One person may discover your company. Another may evaluate your product. Someone else may influence the decision, while an executive ultimately approves the purchase. Looking at each person independently can hide what is happening inside the organization.

Account-based marketing changes the perspective. Instead of asking only how many leads marketing generated, marketing and sales can ask which companies are engaging, who is involved, and what is happening inside those accounts.

This creates a stronger connection between marketing and sales and shifts attention toward opportunities, revenue, account growth, deal velocity, and other business outcomes.

Getting started does not have to begin with another software purchase. It starts with alignment.

  1. Align marketing and sales.
  2. Agree on the business goals.
  3. Define the target accounts.
  4. Understand the people involved in those accounts.
  5. Create relevant marketing programs.
  6. Give sales useful information about account activity.
  7. Measure results through opportunities, revenue, deal velocity, and account growth.

Two different approaches lead to two very different outcomes. Compare them below.

Volume, then quality

Reach a wide audience, then sort through it to find the right ones.

  • Wide audience: attract as many prospects as possible.
  • Generate leads
  • Qualify leads
  • Sales follow-up
  • Customers
Broad reachHigh volumeLower lead precision

Market intelligence and buying signals

Knowing what a company looks like is useful. Knowing what is changing inside that company can be much more valuable.

Basic company information might tell you an organization’s industry, employee count, location, or revenue.

Market intelligence goes further by looking for signals that indicate a change in circumstances.

  • A company receives new funding.
  • The organization is growing rapidly.
  • A new executive joins.
  • The company changes its technology.
  • Website activity increases.
  • The organization begins investing in a particular area.
  • A competitor’s technology is replaced.

These events can provide context that a static database cannot.

The value comes from turning those signals into action. They can influence segmentation, campaigns, account prioritization, and sales outreach.

Call tracking and offline conversions

Modern marketing has become very good at measuring digital behavior.

We can see who clicked an advertisement, visited a landing page, downloaded a document, or opened an email.

But what happens when the prospect simply picks up the phone?

That interaction usually doesn’t appear in any marketing report, or it might not even be logged in the CRM to start with.

This is particularly important for mobile visitors. On a phone, calling a business can sometimes be easier than completing a long form.

A visitor who does not fill out a form has not necessarily failed to convert. They may simply have chosen a different path.

You cannot accurately measure a marketing channel if you only measure the part of the customer journey that is easiest to track.

Call tracking can connect inbound phone calls to the marketing activities that influenced them. This allows businesses to understand where calls came from, which campaigns influenced them, and whether those calls eventually became qualified opportunities or customers.

Lead management and nurturing

Most of your prospects aren’t ready to speak with sales. Some are actively looking for a solution. Others are researching a problem. Some are simply trying to understand what options are available.

Treating every prospect the same can create a poor experience. Marketing operations can help create different paths based on a combination of fit and behavior.

Someone who requests a demonstration may deserve a very different follow-up from someone who has only downloaded an introductory guide.

Effective nurturing is therefore not simply about sending more emails. It is about delivering the right information at the right stage of the buying process.

Experience optimization and testing

Marketing operations should not simply keep campaigns running. It should help the organization learn.

Consider a simple landing page problem. You are paying to send visitors to a page, but the conversion rate is lower than expected. You believe the problem may be that the advertisement and landing page communicate different messages.

Rather than redesigning everything based on an assumption, test the idea.

Create one version of the landing page with the existing messaging and another where the landing page reflects the message from the advertisement.

Then measure the difference. Don’t guess when you can test.

  • Test the headline.
  • Test the offer.
  • Test the landing page.
  • Test the timing.
  • Test the message.

Every useful experiment gives the marketing team more information about what works.

Marketing and sales alignment

Marketing operations also plays an important role in connecting marketing and sales.

Marketing may celebrate generating thousands of leads while sales complains that few of them are useful. Both teams may have a point.

The underlying problem is often that they are working from different definitions of success.

A strong marketing operation helps create shared definitions around what makes a lead qualified, what information sales needs, when a lead should be routed, how quickly sales should respond, what happens when a lead is rejected, and how opportunities and revenue are measured.

Where to start

If your marketing operation is complicated today, trying to fix everything at once is usually the wrong approach.

Start with the biggest problem affecting the business. Open the symptom that matches yours.

Sales does not trust the leads

Investigate lead quality and routing.

Reporting does not match what the business sees in the pipeline

Investigate attribution and data.

Campaigns regularly break

Investigate your processes and technology.

Personalization is unreliable

Investigate the underlying customer data.

Prospects are receiving irrelevant messages

Investigate segmentation and nurturing.

Solve the most important problem first, then use that improvement as the foundation for the next one.

A useful way to think about the full marketing operations function is as a set of connected capabilities. Here are just a few examples.

Data managementAccurate, complete and usable customer and prospect information
TechnologyConnecting marketing platforms and making information move between systems
AttributionConnecting marketing activity to opportunities and revenue
Account-based marketingFocusing marketing and sales on important target accounts
Market intelligenceUnderstanding external signals and changes that may indicate buying interest
Lead managementQualifying, nurturing and routing prospects appropriately
Call trackingConnecting phone conversions with marketing activity
OptimizationTesting and improving campaigns and customer experiences
Sales alignmentCreating shared goals, processes and definitions between marketing and sales

The bigger picture

The best B2B marketing operations teams are not simply the people who know how to configure marketing platforms.

They understand how marketing works as a business process.

They connect data to decisions. They connect marketing activity to sales outcomes. They connect technology to processes.

Most importantly, they connect the different parts of the customer journey so the business can understand what is happening and act on it.

The technology will continue to change. New platforms will appear, existing systems will evolve, and buyers will continue to change how they research and purchase.

The fundamentals remain remarkably consistent.

  • Keep your data trustworthy.
  • Connect your systems.
  • Understand your buyers.
  • Align marketing and sales.
  • Measure what matters to the business.
  • Track the entire customer journey.
  • Test what you can improve.
  • Build processes that make the operation easier to manage.

That is the real purpose of B2B marketing operations. It is not about having more tools. It is about building a marketing engine that works.

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