Paid to Waste Time

Lead scoring is quietly making your sales team worse at the only thing that matters.

We were on a call last week talking about this very scenario. There was a lead that came in, hit the scoring model, missed the threshold, and got routed to a nurture sequence. There was no discovery call and so there was no discovery.

How many opportunities are being sacrificed to aggregated efficiency?

Here are the numbers that should make everyone uncomfortable.

Only 5 to 10 percent of marketing-qualified leads ever become a discovery call. Of the deals that make it to a qualified pipeline, 25 to 30 percent close. Run that math on your funnel and look at what’s sitting in the gap. That’s not a qualification problem. That’s a conversation problem.

RevOps leaders have spent the last decade responding to a mandate: make the revenue machine more efficient, get the right leads to the right reps at the right time, reduce friction, and improve conversion rates. It’s a reasonable mandate, but the execution went sideways.

The tool that broke things was lead scoring

On paper it made sense: assign point values to behavioral signals and demographic fit, set a threshold, and let only the qualified leads through. The problem is what got optimized in the process. RevOps teams started measuring success by how clean the pipeline looked, not by how much the team was learning. Efficiency became the goal and discovery was the cost.

Sales leaders compounded the damage by not pushing back. Somewhere along the way, salespeople were handed the power to define what constituted a waste of their time. And they used it!

“Pre-qualify everything, filter harder, only show me the leads I know I can close.”

Leadership nodded along because it sounded like focus. Nobody asked the obvious question: who decided salespeople get to make that call?

The filter didn’t deliver certainty. It delivered fewer data points and a sales team that has lost the habit of doing real discovery.

The promise of lead scoring was that it would surface the buyers and screen out the noise. What it actually did was train salespeople to expect pre-validation. Now they want to know before they pick up the phone that the person on the other end is ready to buy, fits the ICP, has budget, has authority, and has already decided they need what you’re selling. At that point you’re not doing discovery. You’re taking an order.

That’s not the job.

The job is to take the call

Salespeople are paid to have their time wasted. Not because waste is good, but because you can’t know what you’re walking into until you’re in the conversation. The call is where the information lives. You find out if the form data was accurate (often it isn’t), if the lead understands their own problem (often they don’t), and if there’s something real worth pursuing.

Discovery is the highest form of leverage in your sales pipeline. Every other stage is downstream of it. Qualification, proposal, negotiation, close: all of it depends on the quality of what you learned in that first conversation. When you filter discovery out in the name of efficiency, you’re not saving time. You’re destroying the input that everything else runs on.

A great discovery call does four things:

• Do Discovery - Ask good questions, be genuinely curious, listen without an agenda.

• Cultivate Good Energy - bring a smile, enthusiastic about being connected, grateful for the time

• Cast a Vision - Create a scenario they can envision for themselves and help them see what solving this problem could look like.

• Determine Fit - Do we want to work with them? Do they want to work with us?

Most sales teams treat the fourth job as the only job. They jump on the call looking for disqualifiers and the conversation becomes a checklist. And because they’re skipping or not focused on the first three, they’re not even good at the fourth. You can’t determine fit without doing discovery first. The sequence matters.

Here’s what the efficiency model doesn’t measure

Every lead that gets bounced by a scoring system is a person who had an interaction with your brand and then didn’t hear from a human. Some of them were genuinely not ready; that’s fine. But some of them were a year away from being ready, and now they’re going to remember how your system treated them. Some of them work at the wrong company today and the right company in eighteen months. Some of them are going to talk to someone who is your ideal customer.

The goodwill that comes from taking a call seriously, even when the lead isn’t qualified, is one of the most undervalued assets in a sales organization. People remember how you treated them when you had nothing to gain: whether you were dismissive and clearly running a qualification script, or curious, generous, and actually helpful even when you couldn’t sell them anything that day. This is the long-cycle pipeline that never shows up in your attribution model.

There’s also a rep development argument that almost never gets made. Salespeople who talk to more people at more stages of market awareness get better faster. They learn how the market talks about problems, they learn the objections before they become objections, and they develop the ability to read a conversation and move it somewhere useful. That’s the actual skill the job requires. You can’t develop that on a diet of pre-validated, high-intent leads.

The fix requires sales leadership to make a cultural call

Stop letting salespeople define what constitutes a waste of their time, and stop optimizing your lead scoring model to protect the pipeline from unqualified conversations. Start measuring whether your team is doing real discovery, casting real vision, and building real relationships, even in the calls that don’t convert.

RevOps has a role here too, and it isn’t building a better filter. It’s building infrastructure that makes discovery better: pre-call research tooling, clear frameworks for what a great discovery call actually looks like, and feedback loops from conversations back into the qualification model. The technology should make the conversation smarter, not replace it.

Discovery is the first job of sales and the most important one. Everything that follows is just a consequence of how well your team does it.

For now, give them permission to take the call.