Build MQAs to Measure Account-Level Progress

Connecting buying group signals is only the first part in understanding buying group purchase behaviors. The harder question is knowing when the signals you’re seeing add up to a real opportunity—and then measuring that progress in a way that sales and executives can act on. 

That requires more than adding points to a lead score. Marketers need to account for who is engaging, how their engagement is changing over time, and whether those signals indicate growing buying momentum. They also need reporting that connects those signals to pipeline without throwing out the marketing qualified lead (MQL) metrics the business already relies on. 

This next stage of the transition from MQLs to marketing qualified accounts (MQAs) focuses on making that shift: building a qualification model around buying groups and expanding reporting to measure account-level progress. 

Step 4: Build Engagement Scoring Around Buying Groups 

Once you’ve connected engagement across an account, the next step is determining when that activity represents a qualified opportunity. This is where traditional lead scoring begins to evolve into opportunity-centric qualification. 

For years, marketers have relied on lead scoring models that assign points to individual actions. A contact earns points for downloading an ebook, attending a webinar, visiting the pricing page, or requesting a demo. Once they reach a predetermined threshold, they’re considered a marketing qualified lead and routed to sales. 

That approach works well for identifying individual interest, but as we’ve established, it doesn’t necessarily identify organizational buying readiness. 

A single contact can accumulate a high score through repeated engagement, but that doesn’t mean the broader buying group is aligned or actively evaluating a solution. Likewise, several stakeholders may each demonstrate meaningful—but individually modest—engagement that collectively represents a much stronger buying signal than one highly active lead. 

That’s why opportunity-centric qualification shifts the focus from individual lead scores to collective buying group engagement. Instead of asking only whether one contact has done enough to qualify, marketers can evaluate who is engaging, how those stakeholders are participating, and whether their combined activity suggests that the account is moving toward a purchase. 

Build Your Scoring Model Around Influence—Not Just Activity 

The first step is identifying the buying roles that matter most in your sales process and determining how much influence each role typically has on a purchase decision. 

During the The Buying Group Paradox: Why More Stakeholders Means Fewer Deals—and What to Do About It webinar, Maidson Logic Growth Strategist Jon Tilden recommended assigning different weights to different buying roles rather than treating every interaction equally. A decision-maker, for example, may carry more weight than a user, while a champion who is actively driving the evaluation may signal more buying momentum than a stakeholder with limited influence over the purchase.

The goal isn’t to create a perfect scoring formula on day one. It’s to make sure your model reflects who is engaging, not just how much they’re engaging. An account where five end users consume content tells a different story from one where a champion, decision-maker, and procurement stakeholder engage over the same period. The total number of interactions might be similar, but the second account shows participation from people who can collectively have the authority to move a purchase forward. 

That distinction is what makes role-based scoring useful: the value of an interaction depends not only on what someone does, but on the role they play in the buying decision. 

Measure Buying Momentum, Not Isolated Engagement 

Role-based weighting is only part of the equation. The real value comes from aggregating engagement across the buying group to understand whether momentum is building over time. 

Instead of asking whether one person has accumulated enough points to qualify, marketers begin looking for evidence that the account is progressing toward consensus. Are additional stakeholders entering the conversation? Are decision-makers becoming more engaged? Is interest expanding across departments or remaining isolated within a single team? These questions provide a much richer view of buying readiness than any individual lead score can. 

Think of it as measuring the trajectory of the opportunity, not the activity of a contact. An account with growing participation across relevant stakeholders is moving in a different direction than one where engagement remains concentrated with a single contact or team. The goal is to recognize whether buying activity is gaining breadth and depth over time—before deciding whether the account has reached the threshold for sales outreach. 

Define an MQA Threshold 

Once you’ve established how to measure buying momentum, the next step is defining how much momentum is enough to qualify an account for sales outreach. 

Every organization will establish its own criteria for when an account becomes sales-ready, but the principle remains the same: qualification should be based on collective evidence, not isolated actions. 

That threshold might include a combination of factors such as: 

• Multiple people are engaged. More than one stakeholder is actively researching or evaluating the solution. 
• Different types of stakeholders are involved. Engagement spans both business and technical teams, rather than staying within a single function. 
• People are taking higher-intent actions. Stakeholders are moving beyond general content consumption to activities like visiting product pages, requesting demos, or reviewing pricing. 
• Engagement is sustained. Interest continues over time instead of coming from a single burst of activity. 

This doesn’t replace the MQL—it builds on it. Individual MQLs continue to signal interest, while the marketing qualified account (MQA) confirms that those individual signals are converging into a broader buying opportunity. 

Align Scoring with How Sales Evaluates Opportunities 

One of the biggest advantages of buying group engagement scoring is that it brings marketing’s qualification process closer to how sales naturally evaluates deals. 

Sales teams rarely decide to pursue an opportunity because one person downloaded an ebook. They look for executive sponsorship, technical validation, budget alignment, and evidence that multiple stakeholders are invested in solving the same business problem. 

Opportunity-centric qualification mirrors that reality. By measuring engagement across the buying group instead of one contact, marketing can surface opportunities that already resemble the way sales thinks about pipeline. The result is better-qualified accounts, stronger alignment between marketing and sales, and greater confidence that resources are being directed toward opportunities with the highest likelihood of progressing. 

Key Takeaway: The objective isn’t to build a more complex lead scoring model—it’s to build a more accurate one. When marketers measure buying momentum across the entire buying group instead of relying on individual lead scores, they gain a far clearer understanding of which accounts are truly moving toward a purchase decision. 

Step 5: Change Your Reporting—Not Your Entire Business 

One of the biggest barriers to adopting opportunity-centric qualification isn’t technology or process—it’s the perception that marketing needs to throw out years of reporting to make it work. 

Fortunately, that’s not the case. 

Transitioning from MQLs to MQAs doesn’t require abandoning the metrics your organization already understands. It means expanding your measurement framework to better reflect how modern buying decisions are made. 

Throughout the webinar, both Jon and Forrester Principal Analyst Nora Conklin emphasized that MQLs still serve an important purpose. MQLs are valuable indicators of campaign engagement, individual buying interest, and top-of-funnel performance. Those metrics shouldn’t disappear simply because buying groups have become more complex. 

Instead, marketers should think of MQAs as an additional layer of qualification that connects early engagement to downstream revenue outcomes. 

Continue Measuring What Works 

There’s no reason to stop tracking the metrics that have long helped marketers evaluate demand generation performance. 

Measures such as MQLS, cost per lead (CPL), lead-to-MQL conversion rates, campaign engagement (clicks and form fills), and content performance (views and downloads) still provide valuable insight into how effectively marketing is generating awareness and capturing buyer interest. 

And yet, they don’t answer the equally important question: “Is that engagement translating into buying momentum?” That’s where opportunity-centric reporting comes in. 

Add Metrics That Measure Buying Readiness 

As organizations begin qualifying opportunities at the buying group level, they need visibility into what happens after an individual becomes an MQL. Rather than focusing exclusively on lead volume, marketers should begin tracking metrics that show whether engagement is expanding across the account and contributing to pipeline progression. 

Examples include: 

• MQA qualification rate: How many target accounts demonstrate meaningful buying group engagement? 
• Time to MQA: How long does it take for an account to progress from its first engagement to buying group qualification? 
• Buying group coverage: Are the right stakeholder roles participating in the evaluation process? 
• Opportunity progression: Are MQAs advancing through the sales funnel more efficiently than traditional MQL-driven opportunities? 
• Pipeline influence: Which campaigns and channels are contributing to qualified opportunities and not just individual leads? 
• Opportunity-to-close rate: Do accounts qualified through buying group engagement convert to revenue more effectively? 

These metrics shift the conversation from marketing activity to business impact. Rather than reporting that a campaign generated 500 MQLs, marketing can demonstrate how its programs helped build buying consensus, accelerate opportunities, and influence pipeline creation. Jon recommends complementing traditional lead reporting with opportunity-centric metrics like these to better understand which marketing investments are actually contributing to revenue. 

Change the Conversation with the Executive Team 

Perhaps the greatest benefit of opportunity-centric reporting is that it aligns marketing’s language with the way executive teams think about growth. 

CEOs and CROs rarely ask how many leads marketing generated. Instead, they want to know: 

• Which accounts are most likely to become customers 
• Where pipeline is growing or stalling 
• Which marketing investments are accelerating revenue 
• How marketing can help sales win more deals 

Opportunity-centric reporting measures marketing’s contribution throughout the buying journey and not just at the point of lead creation. Instead of stopping the measurement conversation when someone becomes an MQL, marketers can track whether their programs are helping more of the buying group engage, whether that engagement is contributing to opportunity progression, and whether those opportunities ultimately move toward revenue. This gives marketing a clearer way to connect its activity to the outcomes executives care about: building pipeline, accelerating opportunities, and helping sales convert them into customers. 

Opportunity-centric reporting also creates stronger marketing and sales alignment. Rather than debating lead quality, both teams can focus on the same objective: identifying accounts that are demonstrating real buying momentum and determining how to move them toward a successful purchase. 

Evolution, Not Replacement 

The transition from MQLs to MQAs isn’t about declaring decades of demand generation best practices obsolete. It’s really about recognizing that modern buying behavior requires additional context. 

Continue measuring individual engagement and reporting on MQL performance, but complement those metrics with buying group insights that reveal whether individual signals are converging into qualified opportunities. That’s how marketing moves from measuring activity to measuring progress—and from reporting on leads to reporting on revenue. 

Key Takeaway: Don’t replace your existing dashboards—build on them. By combining traditional MQL metrics with opportunity-centric reporting, marketing gains a far more complete picture of buying readiness while giving executive teams the revenue-focused insights they’ve been asking for.