How Data and Automation in ABM Transform B2B Growth

Account-based marketing, or ABM, has evolved from a niche strategy into a core approach for modern B2B organizations. ABM, in a nutshell, is a highly targeted B2B marketing strategy where marketing and sales teams work together to target and engage specific high-value companies with personalized campaigns designed exclusively for them.   

Instead of marketing to a broad audience and generating many leads, ABM focuses on:  

• Identifying target companies (accounts) 
• Understanding key decision-makers within those companies  
• Delivering tailored messaging and content  
• Aligning marketing and sales efforts to win that account  

As buying behaviors change, traditional lead-based models are becoming less effective, especially in complex B2B environments with long sales cycles and multiple decision-makers.   

To get a ground‑level view of ABM’s evolution, we spoke with Rachel Zavala, a Senior Manager, Campaign & Journey Automation at Mod Op, about how ABM has developed, why it matters today, and how organizations can successfully operationalize it using integrated platforms. Here’s what she had to say, drawing on more than 15 years of experience in marketing automation and operations.  

What companies should know about ABM?  

Account-based marketing isn’t a tactic, and it isn’t a campaign type. It is a strategic operating model for B2B growth, and that distinction matters because companies often adopt the language of ABM without restructuring their go-to-market motion to support it. Modern B2B buying involves larger buying committees, longer evaluation cycles, and significant amounts of anonymous research, which is why most analysts now recommend an account-led approach for high-consideration B2B engagements.   

What most companies should understand before launching ABM is that:  

• ABM is built around accounts and buying committees, not individual leads.  
• Sales and marketing must operate as a single team, with shared targets and a shared definition of success.  
• Data quality is foundational. Without trustworthy CRM and marketing automation data, ABM efforts will plateau quickly.  
• It is a long-term commitment, not a quick-win program.  

Companies that succeed with ABM typically begin with a clear ideal customer profile (ICP), a focused target account list, and a small set of repeatable plays before they scale. The teams that struggle most are usually the ones trying to do too much, too soon, with too little internal alignment.  

What are the core elements of an effective ABM strategy?  

A strong ABM strategy is grounded in fundamentals before it’s grounded in technology. The core elements typically include:  

• A defined ICP and target account list (TAL) that integrates firmographic, technographic, behavioral, and intent signals.  
• A clear understanding of the buying committee within each account, including champions, economic buyers, technical evaluators, and influencers.  
• Tightly aligned marketing and sales motions, ideally with shared definitions of stages, marketing qualified accounts (MQAs), and pipeline contribution.  
• A coordinated, multi-channel engagement plan across paid media, email, web personalization, content, sales outreach, and events.  
• Marketing automation and ABM platform integration, so account-level signals translate into action across systems like HubSpot, Marketo, Eloqua, or Pardot.  
• Account-level measurement focused on engagement, account progression, and pipeline influence rather than only lead-based metrics.  

The piece marketers most often underestimate is measurement. ABM should be evaluated at the account level, not the lead level. Without that mindset shift, even the most expensive platform investment will look like underperformance.  

What is the dark funnel?  

The dark funnel is the portion of the B2B buyer’s journey that happens anonymously and outside your owned channels. It includes review sites like G2 and TrustRadius, peer communities, podcasts, Slack groups, vendor comparison content, syndicated articles, and search activity that never results in a form fill or website conversion.   

This is meaningful because most modern B2B buyers don’t engage with vendors until they’re already deep into evaluation. By the time someone fills out a form, they may have already shortlisted you or excluded you. That’s why intent data, third-party signals, and anonymous research patterns are now central to how mature ABM programs prioritize accounts. The dark funnel requires you to listen better.  

What tools are available on the market? 
 

A handful of ABM platforms come up consistently in industry research and analyst reviews like the Gartner Magic Quadrant for ABM Platforms and Forrester evaluations. The most commonly used today include:  

• Demandbase  
• 6sense  
• ZoomInfo Marketing  
• AdRoll ABM (formerly RollWorks)  
• Terminus / DemandScience  
• Common Room  

In addition to a core ABM platform, many companies use adjacent tools to enrich their data, expand their intent signals, or strengthen account-level personalization and outreach. Common examples include:  

• Intent and signal data: Bombora, TechTarget, G2  
• Sales engagement and outreach: Salesloft, Outreach  
• Contact and firmographic data: ZoomInfo Sales, Cognism  

What are the pros and cons of these tools?   

Platform decisions usually come down to fit, integration depth, and how well the tool supports your team’s workflow rather than standalone features.  

Valuable insights and functionality across leading platforms:  

• Integrated intent data  
• Account scoring and predictive insights  
• Audience activation in advertising and on the website  
• Lead-to-account matching  
• Sales alerts and prioritization  
• Account-level reporting  

Considerations to keep in mind:  

• Investment level — enterprise ABM platforms typically require a meaningful annual investment.  
• Setup expertise — these platforms are powerful, and getting the most out of them works best with internal expertise or a partner who can help configure, optimize, and maintain them.  
• Data readiness — ABM platforms perform best when CRM and marketing automation data is clean, complete, and well-structured, which often makes data foundation work part of the rollout.  
• Implementation runway — most platforms take a few months to fully operationalize, so building in time for setup, integration, and team enablement leads to stronger long-term outcomes.  

Can a company start ABM without a subscription to an ABM platform?  

Yes. The most common misconception is that companies need a platform to “do ABM.” They don’t. What they need is clarity around target accounts, a defined buying committee model, content built for the journey, real alignment between sales and marketing, and disciplined measurement. A platform can’t replace strategy, but it can accelerate scale.  

Many organizations are better off starting without a platform, especially mid-market companies, early-stage B2B teams, and organizations still building out their marketing operations. A team can lean into ABM strategies leveraging tools already in their stack.

How soon can a business see measurable results from an ABM campaign?  

ABM is a long-cycle strategy, but it tends to drive stronger pipeline impact, larger deal sizes, faster sales cycles, and improved win rates. It can generate meaningful leading indicators well before pipeline impact materializes.  

Early on, companies typically see better data quality, sharper account targeting, and more visibility into intent and engagement. The companies that see results fastest are usually the ones that start focused, with a well-defined target list and tight cross-functional coordination.  

What are marketers often missing about ABM?  

In my experience, marketers most commonly miss the following:  

• They under-invest in the ICP. Without a strong ICP, ABM becomes “targeted lead gen” rather than account-based marketing.  
• They treat ABM as a channel. ABM is a strategy that runs across channels, not a tactic that lives in one platform.  
• They under-utilize sales alignment. ABM fails when sales doesn’t use the insights or doesn’t agree on the target accounts.  
• They expect quick wins. ABM accelerates revenue, but it does not bypass the realities of long, multi-stakeholder B2B buying cycles.  
• They measure with lead metrics. MQLs and form fills do not capture buying-committee progression or anonymous research.  
• They overlook the dark funnel. If marketers ignore the anonymous research happening, they miss a huge portion of the journey.  

ABM works best when companies treat it as a long-term go-to-market commitment supported by data, automation, and strong sales and marketing alignment, rather than as a quarterly campaign. Organizations that embrace this mindset turn ABM into a meaningful, scalable growth engine, and for teams willing to commit, it offers a data-driven path to sustainable growth in an increasingly complex B2B environment. 

If you are ready to put ABM into practice, our team can help you build the data foundation,  connect the right systems, and run programs that prove impact in pipeline and revenue.