Sales leaders are great at measuring activity (calls, emails, meetings) and outcomes (wins, losses, revenue). What they consistently miss is everything in between: how well their reps actually sell.

Adam Rubenstein, CEO of TRAQ, calls this “the missing middle.” Two reps can both log ten discovery calls, but only one may have actually done discovery. The dashboard can’t tell the difference.

The article makes the case for a three-layer measurement model:

• Activity: What did we do?
• Sales execution: How well did we do it?
• Outcomes: What happened as a result?

Sales execution is the missing layer. It lives inside the conversation itself: the questions asked, objections handled, buying signals recognized, and whether the deal actually moved forward.

TRAQ’s conversation intelligence platform makes that middle layer measurable, helping managers coach at scale, confirm methodology adoption, and spot patterns across hundreds of deals, not just the ones that already went wrong.

“It’s difficult to manage what you cannot measure.”

Sales leaders measure a lot. We measure calls, emails, meetings, leads, opportunities, pipeline, sales cycle, conversion rates, wins, losses and, of course, revenue. There is good reason for this. These numbers are relatively easy to collect, easy to compare and easy to understand.

But I think there is another reason sales leaders gravitate toward activity metrics: they give us a sense of control.

If sales are down, we can tell the team to make more calls, send more emails, book more meetings and prospect harder. We can put the numbers on a dashboard, compare one salesperson with another and hold people accountable. There is something reassuring about being able to point to a number and say, “We need more of that.”

And sometimes that is exactly what we need.

But sometimes it isn’t.

Most sales organizations are very good at measuring what happens at the beginning of the sales process and what happens at the end. We know what the salesperson did, and eventually we know what happened.

What we have historically struggled to measure is everything that happened in between.

And I would argue that the middle is where most sales are actually won or lost.

The problem starts when we confuse activity with effectiveness.

Imagine two salespeople who each conduct ten discovery calls this week. From an activity standpoint, their performance looks identical. They each had ten meetings, and ten boxes get checked in the CRM.

But one salesperson may have spent most of the meeting presenting, asked a few basic questions and scheduled a follow-up. The other may have learned why the buyer agreed to meet, what problem they were trying to solve, how serious it was, what it was costing the organization, who else cared about solving it, what alternatives they were considering and how they would make a decision.

Both salespeople had a discovery call.

Only one may have actually performed discovery.

The dashboard generally cannot tell us the difference.

So when results are disappointing, our instinct is often to increase activity. Make 20% more calls. Send another 100 emails. Schedule more meetings. That may help if activity is the problem. But if the real problem is weak discovery, poor qualification or ineffective objection handling, we may simply be creating more opportunities to make the same mistakes.

The obvious answer is to listen to the sales conversations.

In an ideal world, the manager would sit in on every discovery call, demo, proposal discussion and negotiation. They would hear the prospect’s questions, recognize objections, identify buying signals, see where the salesperson missed an opportunity and coach them immediately.

Unfortunately, that does not scale.

With 10 salespeople, it becomes difficult. With 50 or 100, reviewing every conversation is an impossible task. Managers may listen to a handful of calls each week, join the largest opportunities or review calls after something has already gone wrong. Most conversations never receive that level of attention.

And there is another challenge. Even when a manager listens to the call, that does not necessarily mean they know how to coach it.

Sales management and sales coaching are not the same skill. A manager may know that a call did not go well but struggle to identify exactly why. They may recognize that the rep talked too much but miss the discovery questions that should have been asked. They may hear hesitation but not recognize the underlying objection. They may know the deal failed to advance but not be able to identify where momentum was lost.

That is why the question of how to coach sales reps effectively is more complicated than simply recording calls and asking managers to listen to them. The real challenge is identifying the coachable moments inside those conversations and helping the salesperson understand what they could do differently.

This is where modern sales coaching software and AI sales coaching tools become interesting. The goal should not simply be to record more conversations. It should be to help managers and salespeople understand what happened inside them.

At the other end of the process, we have plenty of measurements too. We know how many opportunities became customers, how many were lost, average deal size, sales cycle duration, close rate and revenue.

These numbers matter enormously. But most are lagging indicators.

By the time an opportunity appears on a lost-deal report, the mistake that caused the loss may have happened 30, 60 or 90 days earlier. Maybe the salesperson never uncovered the buyer’s real problem. Maybe they failed to identify the decision maker. Maybe they misunderstood the buying process. Maybe an objection surfaced repeatedly and was never really addressed.

Or perhaps the buyer gave several buying signals and nobody acted on them. Maybe the prospect asked about implementation, pricing, contracts and timing, but the salesperson failed to recognize that the buyer was moving closer to a decision.

Eventually, the CRM tells us the deal was lost.

What it rarely tells us is why.

This is one reason traditional sales win-loss analysis can be incomplete. Knowing which deals were won and which were lost is useful, but the more interesting question is what happened differently in the conversations surrounding those opportunities. If we can identify patterns in won and lost deals, we can start answering the question every sales leader eventually asks:

Why are we losing sales deals?

I have spent a large part of my career building and managing sales organizations. One of my ongoing frustrations has been how much sales management depends upon information surrounding the sale rather than the actual sale itself.

We measure activity before the conversation. We measure outcomes after the conversation. Yet successful selling is the business of nuance and subtlety, and most of that nuance lives inside the conversation.

Did the salesperson ask good questions and listen carefully to the answers? Did they perform meaningful discovery? Did they qualify the opportunity? Did they understand the buyer’s business problem before jumping into the product?

Did they follow the company’s sales methodology or script? Did they recognize objections and handle them well? Did they hear buying signals? Did they establish a meaningful next step and move the deal forward?

Those questions tell us something that calls, meetings, pipeline and win rates cannot:

How well did the salesperson actually sell?

That is the missing middle of sales management.

I believe sales organizations should think about measurement in three layers.

Activity answers, “What did we do?” Calls, emails, meetings, demos and proposals tell us whether the work is happening.

Sales execution answers, “How well did we do it?” Discovery, qualification, listening, sales process adherence, objection handling, buying signal recognition and next-step effectiveness tell us whether good selling is actually happening.

Outcomes answer, “What happened as a result?” Conversion rates, sales cycle, wins, losses and revenue tell us the eventual result.

We have been measuring activity and outcomes for decades.

The missing opportunity is sales execution.

This is where automated call scoring software and sales call scorecard software can play an important role. Instead of asking a manager to manually evaluate every conversation, the organization can define what good selling looks like and consistently score calls against those standards.

The point is not simply to give every salesperson another number.

The point is to make sales execution measurable.

Take discovery as an example. Almost every sales organization believes discovery is important. Managers teach it. Trainers talk about it. Sales methodologies devote enormous attention to it.

But ask the average VP of Sales a simple question: How well did your sales team perform discovery last month?

They may know how many discovery calls happened and who created the most pipeline. But can they tell which salespeople consistently uncovered business impact, urgency and decision criteria? Can they see who asked thoughtful follow-up questions and who simply worked through a checklist?

This is the opportunity behind discovery call scoring software and a well-designed discovery call scorecard. It allows the company to evaluate whether the questions and behaviors it considers important are actually showing up in real conversations.

That information can also help answer another important question: How do we improve discovery calls?

Instead of telling a salesperson to “do better discovery,” the manager can identify the specific behaviors that need attention. Maybe the rep is failing to quantify the business impact. Maybe they are not uncovering urgency. Maybe they consistently miss questions about the decision process.

Now the coaching is specific.

Specific coaching is much more useful than “you need to ask better questions.”

Companies spend enormous amounts of money developing sales methodologies and training teams to use them. MEDDIC. MEDDPICC. Challenger. SPIN. Sandler. Custom methodologies. Industry-specific processes. Homegrown scripts developed through years of experience.

Then the training ends and everybody goes back into the field.

Did the methodology actually get used?

Historically, unless the manager happened to be listening, we usually had to assume that it did.

Today, organizations can approach sales methodology adoption differently. They can measure whether reps are asking the expected questions, performing the required discovery and following the sales process during actual customer conversations.

For a MEDDPICC organization, for example, MEDDPICC call scoring can evaluate whether the salesperson uncovered metrics, understood the economic buyer, identified decision criteria or explored the decision process. A company with a prescribed talk track can use sales script compliance software to see whether key questions, statements or disclosures actually occurred.

The important point is not the acronym.

The important point is knowing whether the way you trained people to sell is the way they are actually selling.

Most companies know when they lose a deal to a competitor. Far fewer know how often that competitor was mentioned in the conversations leading up to the loss. We know when a buyer ultimately says the price is too high, but do we know how often pricing concerns surfaced earlier in the sales cycle?

Being able to identify common sales objections across hundreds or thousands of conversations can reveal patterns that are almost impossible for an individual manager to see.

The same is true on the positive side. Buyers tell us when they are becoming interested. They ask about pricing, implementation, onboarding, integrations, customer references, contracts, security or whether something can be completed before the end of the quarter.

Individually, these questions may not mean much. Together, they begin to tell a story.

The buyer may be moving from “What is this?” to “How would we actually buy and use this?”

A strong salesperson recognizes these moments and knows how to respond.

The sales leader’s challenge is knowing whether that is happening consistently across the team.

Perhaps the simplest measurement of sales execution is also one of the most important: Did the salesperson move the deal forward?

A good sales conversation does not have to close the deal, but it should create progress. Maybe we learned something important about the buyer’s needs. Another stakeholder joined the process. The buyer agreed to a technical review. A proposal was requested. A decision meeting was scheduled.

Compare that with, “Great talking with you. I’ll follow up in a couple of weeks.”

One has momentum. The other has hope. Hope is not a sales strategy.

This brings us back to one of the biggest limitations facing sales managers.

Even if we agree that managers should coach from actual customer conversations, how do you coach more sales reps at scale?

Listening to every recording is not the answer. Hiring enough managers to review every conversation is probably not the answer either.

The better approach is to use technology to surface the conversations and moments that actually deserve attention.

Which salesperson is struggling with discovery? Who consistently fails to secure next steps? Which calls contained objections that were poorly handled? Who is following the methodology and who is not?

This is where automated sales call coaching and software designed to find coachable moments in sales calls can fundamentally change the manager’s job.

Instead of hunting through call recordings hoping to find something useful, the manager can spend more of their time actually coaching.

The same information can also provide AI feedback for sales reps directly, giving the salesperson the ability to review their own performance before the manager ever gets involved.

That does not replace the sales manager.  It gives the sales manager leverage.

Conversation intelligence is often positioned as a coaching tool, and coaching is certainly important. But I believe the opportunity is much larger.

Imagine analyzing hundreds or thousands of sales conversations and discovering that your top performers consistently ask more business-impact questions than everyone else. Or that implementation concerns are appearing in a third of your competitive deals. Or that the team recognizes pricing objections but struggles to resolve them.

Now the insight is not just, “John needs help.”

It may be, “Our sales process needs help.”

The ability to identify top sales rep behaviors also creates an entirely different training opportunity. Instead of teaching only from a theoretical playbook, organizations can identify what their best people actually do and use those real conversations to help replicate top sales performers across the rest of the organization.

These insights can improve coaching, training, methodology, messaging, competitive positioning, qualification and even product strategy.

That is much more than call recording. It is sales intelligence.

Every sales leader wants to sell more. And when sales fall short, activity is one of the easiest levers to pull.

Make more calls. Send more emails. Schedule more meetings.

Sometimes that is exactly right.

But if the team already has enough conversations and is failing to perform discovery, qualify opportunities, handle objections or secure next steps, more activity alone will not solve the problem.

“Sell more” is not useful coaching.

Neither is “make more calls” when the problem is what happens after the buyer answers.

A better question is:

What behaviors are preventing us from selling more?

Once we can answer that question, we can do something about it.

I am not suggesting that sales leaders stop measuring activity. Activity matters. Nor should we stop obsessing over outcomes. Revenue is still revenue.

But those measurements become far more useful when we connect them to what happened in between.

Activity tells us what the salesperson did. Sales execution tells us how well they did it. Outcomes tell us what happened as a result.

For decades, much of the middle was invisible unless a manager happened to be sitting on the call. And even then, recognizing the right coaching opportunity depended upon that manager hearing the right thing, understanding why it mattered and knowing what the salesperson should do differently.

We believe it does not have to be this way.

At TRAQ, we use conversation intelligence to help sales leaders understand what is actually happening inside their teams’ real sales conversations. TRAQ can help organizations evaluate sales calls, score discovery, measure methodology and script compliance, identify objections and buying signals, surface coaching opportunities and understand whether conversations are actually moving deals forward.

The opportunity is not simply to measure more sales activity.

It is to finally measure what good selling looks like, understand where it is breaking down and help people get better.

Want to see what the missing middle looks like inside your own sales organization? Schedule a demo of TRAQ.

About the Author

Adam Rubenstein is the CEO of TRAQ, a conversation intelligence platform for sales and customer-facing teams. He works with sales leaders to turn real conversations into structured insights, repeatable coaching, and measurable improvement, helping teams execute consistently and scale what works. Connect with Adam on LinkedIn or learn more at TRAQ.