Using Pipeline Analysis to Coach Where It Counts
How to use stage conversion to spot skill gaps, strengthen execution, and surface cross-functional friction
Last week, we talked about how to run effective pipeline reviews: how to get real clarity into your forecast, pressure-test deals, and actually understand what needs to happen to move revenue.
This week, I want to zoom out a bit. As we learned, pipeline reviews aren’t just about this month’s number. When done well, they can be one of the best diagnostic tools you have as a leader. When you review deals consistently and with structure, patterns start to emerge. Certain reps get stuck at the same stage, or certain deals tend to stall at the same point. Trends like that can tell you where your AEs (or your sales motion) are strong…and where they need support.
So today, we’re going to talk about how to use stage-by-stage conversion to coach more intentionally, so you stop asking, “Why aren’t we closing more?” and start asking, “Where is this actually breaking?” 👀
✍🏼 A Few Quick Assumptions
Before we get into it, I wanted to level set on a few assumptions.
First, most startups have some version of:
Initial Demo → Trial (or POC) → Contract Negotiation → Closed-Won / Closed-Lost
The stage names might be different for your org, or you may have additional (or fewer) steps. I’m going to keep it general to the stages above so you can apply this post to your business as needed.
Secondly, this post will make the most impact if your leads are reasonably qualified and aligned to your ideal customer profile (ICP). If your AEs are consistently taking demos with companies that don’t have budget, don’t feel real pain, don’t match your ICP, or were never serious buyers to begin with, your stage conversion analysis is going to tell you more about your top-of-funnel than it will about rep skill.
For example, you may see a weak Demo → Trial conversion and think you have a discovery problem, when in reality, you may have a targeting or qualification problem. Stage-by-stage analysis is a powerful coaching tool, but only once you’re confident that the opportunities entering the system are directionally right.
For this conversation, we’re assuming all your leads are super-duper qualified and ready to sign. 😜
1️⃣ Demo → Trial
What this stage represents:
This is the moment where your AE is representing your business in a real way for the first time and truly earning the right to move the deal forward.
They’re running discovery, yes, but more importantly, they’re figuring out whether there’s actually something here worth solving. They’re surfacing real pain, connecting it to your solution, and helping the prospect start to believe this could actually make a difference. They’re also creating urgency by helping the buyer see why this matters now, not six months from now.
If conversion is low, diagnose:
Discovery is too shallow (surface pain vs. quantified impact).
Listen for whether the AE is uncovering real business impact or just nodding along to general frustrations. “Yeah, reporting is annoying” is not the same as “This costs us 15 hours a week and delays executive visibility.” If the AE can’t articulate the financial, time, or operational impact, the buyer won’t feel urgency either.The demo turns into a feature tour instead of a pain conversation.
You’ll hear the AE walking through slide after slide or clicking through every tab just to show it. The product is being presented comprehensively, but not strategically. Instead of saying, “Based on what you told me about X, let me show you how we solve that,” they’re defaulting to a scripted walkthrough. When that happens, the buyer stays in observer mode instead of leaning in. It often feels like the AE is simply checking things off instead of tailoring the call.Urgency isn’t being established (“This is interesting” vs. “We need this.”).
Pay attention to the emotional tone of the call. Is the buyer reacting with curiosity or with concern? If the conversation never transitions to consequences (what happens if this isn’t fixed?), then the deal can slide into “circle back next quarter” territory.No concrete next step is locked in before the call ends.
If the demo ends with “I’ll follow up” instead of a scheduled trial kickoff (or whatever the next step is), that’s a red flag. 🚩 Strong AEs don’t let their prospects drive the sales cycle. They secure commitment in the moment. If next steps consistently feel loose, that’s usually a confidence or control issue.
How to spot it:
A pattern of deals going Closed-Lost right after demo
Lots of ghosting after “we’ll discuss internally”
CRM notes heavy on features the customers liked, light on the business problem, impact, and next steps
Buyers don’t show up for the follow-up meeting
How to coach it:
Review call recordings together.
Don’t just say, “That was a good call” or “You need better discovery.” Pause the recording during the first 10-15 minutes and ask: What did we actually learn here? Could we clearly explain the customer’s business problem to someone else on the team? Where did we miss an opportunity to go deeper? This one can be tough, but where you can, help the AE get comfortable sitting in silence and asking one more question (you know the age-old saying…we have two ears and one mouth, so we should be listening twice as much as we talk!). Often, the first answer is surface-level, and the second is where the real pain lives.Force a one-sentence pain summary.
After the call, ask the AE: “In one sentence, what is this customer trying to fix?” If the answer sounds like marketing copy (“They want better visibility”), push further. What kind of visibility? Why does it matter? What happens without it? If they can’t say it simply and specifically, they probably didn’t anchor their discovery (or demo) tightly enough around it.Role-play urgency conversations.
Many reps are comfortable explaining features but uncomfortable leaning into consequences (it’s no fun to push prospects into getting uncomfortable!). Practice it with them. Have them say out loud: “What happens if this doesn’t get solved this quarter?” or “What’s the cost of waiting?” It may feel direct at first, but urgency is created by helping the buyer articulate impact in their own words.Coach stronger closes on the call.
Listen to how the demo ends. Does the AE confidently suggest the next step? Or do they default to, “I’ll send some information and follow up”? Coach them to assume forward motion: “Based on what we discussed, the next logical step would be a two-week trial focused on X. Does that make sense?” Then (and this part really matters), get it on the calendar before hanging up. Assume the yes!
2️⃣ Trial → Contract Negotiation
What this stage represents:
This is where your product has to prove itself.
The buyer has moved past “this sounds interesting” and into “does this actually work for us?” They’re interacting with the product, bringing in colleagues, and beginning to form internal opinions.
Your AE’s job here isn’t to sit back and hope the product sells itself. It’s to manage the experience by ensuring the trial is structured around the specific pain uncovered in discovery and guiding the buyer toward a clear conclusion.
Strong AEs don’t just run trials; they orchestrate them. If conversion is low here, something is breaking in how the trial is being positioned, managed, or experienced.
If conversion is low, diagnose:
The trial is being treated as passive instead of managed.
If the AE sets up the trial and then disappears until it’s over, that is no bueno! 🙅🏻♀️ Listen and look for whether there were structured check-ins, clear goals, and agreed-upon milestones. A trial without ownership quickly becomes “we tested it a bit” instead of “we validated it works.”There was no defined success criteria upfront.
Before the trial started, did both sides agree on what success looks like? Or was it just “let’s try it out”? If there’s no shared definition of a win, the buyer has no clear reason to say yes at the end.Pain-to-product alignment breaks down.
This is subtle but common. The buyer said they care about time savings because they’re understaffed. But during the trial, the focus shifts to customization features or reporting aesthetics. Your AE’s job is to guide the buyer back to what they originally said they wanted to solve. Quick note: That doesn’t mean the scope can’t evolve. If a real, adjacent pain surfaces that meaningfully expands the opportunity, your AE should be able to pivot. Just make sure it deepens the value story, and doesn’t end up distracting the deal!💡Pro-tip: Be very careful about promising future features.
This is every AE’s Achilles’ heel (ask my Product team lol). The buyer asks, “Can it also do X?” and the rep says, “Not yet, but it’s on the roadmap.” Be very careful here. The moment you shift from proven value to hypothetical value, you introduce risk. If the deal now depends on something that doesn’t exist yet, you’ve weakened your position. Coach your team to anchor on what the product does today and how that solves the defined pain.
It might just be a product issue. 😮💨
If multiple reps are losing deals at this stage with similar feedback (“it didn’t quite do what we needed”), don’t automatically default to coaching. This could be a signal for your Product team. Make sure you’re passing that feedback on!
How to spot it:
A pattern of deals going Closed-Lost right after trial
Prospects saying “I didn’t get what I expected” or “It wasn’t what we needed”
Low engagement during the trial period
AEs unable to clearly explain what the customer tested and learned
How to coach it:
Require a pre-trial success plan.
Before kickoff, don’t just ask, “Are we ready?” Sit with the AE and ask: What pain are we solving in this trial? What outcome are we trying to prove? Who has to believe this worked in order for the deal to move forward? If the answers are vague, push for additional clarity (and maybe even a trial kick-off call with the prospect). Trials without defined success criteria can drift in scope and timing. Be clear about what the win is.Schedule structured check-ins.
Open the calendar with your AEs. Ask: When is the midpoint review? When are we closing the trial out? If those meetings aren’t booked upfront, you’re hoping the buyer drives momentum, which means you’ll be lucky to close the deal a year from now. 😭 Coach AEs to treat the trial like a project plan, not a free sample. Control doesn’t have to mean you’re pressuring or rushing your prospects. Rather, you are acting like the expert to help your prospect understand where to go next. More often than not, this is the first time they’re buying a product like yours. Help them to help you!Drive outcome-based language.
Listen to how AEs talk during trial follow-ups. Are they asking, “How’s it going?” or are they anchoring back to the original pain? Practice phrasing like: “You mentioned this was costing you 10 hours a week. Have we proven that we can eliminate that?” That subtle shift reminds the buyer why this matters in the first place.Zoom out if the pattern is consistent.
If one rep is breaking here, coach the rep. If three reps are breaking here in similar ways, zoom out. Ask yourself: Is this onboarding friction? Is this a product gap? Is this expectation-setting? Don’t let your reps internalize what might actually be a systemic issue. Good leaders know when to coach the individual and when to escalate the pattern.
3️⃣ Contract Negotiation → Closed-Won / Closed-Lost
What this stage represents:
If you’ve reached contract review, the buyer already believes the problem is real, and has likely validated that your solution works. At this point, you’re aligning on pricing, terms, and execution. This stage is about confidence and control.
Your AE needs to reinforce value, navigate procurement dynamics, and guide the deal through internal approvals without losing momentum. When deals break here, it’s rarely because the product suddenly stopped being good. It’s usually friction around money, terms, or stakeholder alignment.
If conversion is low, diagnose:
Pricing isn’t anchored in value.
Listen for how the AE introduces pricing. Do they jump straight into numbers? Or do they re-ground the buyer in impact first? “It’s $40K annually” lands very differently than “We aligned that this saves your team 10 hours a week and eliminates X risk. Based on that, the investment is $40K annually.” If the AE doesn’t reconnect price to business outcomes, the number will feel big in isolation.The AE gets uncomfortable during negotiation.
You’ll hear it in tone and pacing, often showing up as softer language or quick discounting. Instead of asking clarifying questions like, “We had alignment before. Help me understand what changed,” they concede to keep things moving. When reps avoid discomfort, they often trade margin for relief. The buyer may think, “If they discounted this easily, it was overpriced to begin with,” which weakens your position and limits your leverage.Late-stage stakeholders weren’t identified earlier.
If legal or procurement suddenly appears as a blocker, that represents a (big) miss from earlier in the cycle. Was the signing authority clearly identified? Did the AE ask about the approval process and timeline? When new decision-makers surface late, it often means discovery didn’t go deep enough on internal dynamics.There’s no clear path for flexibility.
Listen for hesitation when buyers push on terms or pricing. Does the AE know what they can and can’t negotiate? When escalation paths are unclear, reps are bottlenecked or have a tendency to overpromise. Ambiguity inside your org creates friction outside of it.💡Pro-tip: Work closely with Finance and CS on pricing guardrails.
In the early days, some flexibility is healthy. You’re testing pricing, packaging, and service models. Once you start to see a model that feels scalable, tighten it up. If your AEs are selling like it’s the wild wild west 🤠 (custom terms here, one-off discounts there, creative service bundles everywhere), your AMs and CSMs will feel it immediately. Ask me how I know. 😮💨 What looks like “closing a deal” in Sales can turn into a dumpster fire post-sale. If you want you and your CS leader to stay friends, partner closely with them to understand what’s sustainable long-term, while also providing flexibility to your AEs. As a leadership team, continue to pivot when needed. But make those pivots deliberate, and not reactive side effects of late-stage negotiations.
How to spot it:
A pattern of deals sitting in “Contract Sent” for weeks
Last-minute discount pressure that wasn’t present earlier
Buyers saying, “We went with a cheaper option”
AEs expressing frustration like, “Everything was good until legal”
How to coach it:
Re-anchor on ROI before price.
When you’re reviewing a deal that’s entering the contract stage, sit with the AE and ask: What value have we clearly quantified? What business impact are we aligned on? If you took pricing off the table for a second, could you confidently explain why this is worth it? If the conversation with the buyer has shifted straight to numbers, slow it down. Coach the AEs to revisit the outcomes first. For example: “We aligned that this would save your team 10 hours a week. Does that still feel accurate?” Once they confirm the impact, you can transition naturally to: “Based on that, the investment to make this happen is $X annually.” Price should feel like a logical next step, not a surprise.Practice negotiation before it happens
Before the contract goes out, role-play the hard part. What happens if they ask for 20% off? What if procurement says it’s outside budget? What if legal pushes back on terms? Have the AE say the words out loud. “When we aligned on the value earlier, this felt like a priority. What’s different now?” Or: “If budget weren’t the constraint, would this be the right solution for you?” I could write a whole post about negotiation (and I just might 👀).Map stakeholders early (and fix it in the next call if you didn’t).
If procurement friction keeps popping up late, don’t just blame legal. Ask: When did we identify the signing authority? When did we discuss the approval process? Who actually needs to say yes? If this stage feels messy, work backwards and tighten Stage 1.Create clarity around escalation.
Don’t assume your AE knows when they can involve you or Finance. Be explicit. Sit down and define: At what discount level do you need approval? What terms are non-negotiable? When should we bring in Deal Desk? Reps negotiate more confidently when they know the guardrails. Create a Pricing and Discounting document that clearly outlines what they can offer independently, what requires manager approval, and what requires senior leadership approval.
🤝 Closing Thoughts
What I really like about looking at stage conversion this way is that it works on two levels.
At the individual level, you start to see skill patterns instead of just outcomes. When you can see those clearly, your coaching becomes more thoughtful. Instead of telling someone to “push harder” or “close faster,” you can say, “You’re strong at X, let’s focus on developing Y.” That’s a much more productive development conversation, and frankly, a much more motivating one.
When you zoom out and look at stage conversion across the team, you start to see whether what feels like a rep issue is actually a company issue.
If Demo → Trial conversion is weak across the board, it might not be a discovery problem. It could be positioning, messaging, or ICP clarity. That’s a good conversation to have with Marketing and/or Lead Gen.
If Trial → Contract is where things stall, you may need to look at the onboarding experience, product gaps, or how expectations are being set. That’s a great place to get feedback from and give feedback to Product.
If Contract → Close is consistently messy, that’s often pricing structure, terms, or approval process. Chat with your Finance and leadership teams to get tighter alignment.
Stage conversion is so much more than just a sales metric. It can also be a really strong cross-functional diagnostic tool that helps you see whether you’re dealing with individual skill gaps or structural friction in your business. 🕵️♀️
Of course, it’s important that you know how to diagnose and coach to these trends as a leader. But the goal isn’t for you to be the only one spotting where things are breaking. The strongest teams are the ones where AEs can look at their own stage conversion and say, “I know where I’m strong, and I know where I need to tighten up.” That’s when the mindset shifts from “I show up and do my job” to “I own and drive my book of business.”
Next week, we’ll talk about how to help your reps zoom out, see their pipeline the way you see it, and take real ownership of how they generate, manage, and convert opportunities, not just execute the steps in front of them.
Till then! 🚙💨
Stacy
P.S. Before you go, I wanted to share a quick personal note. I’m currently supporting Blood Cancer United, and it’s something that means a lot to me. The funds raised go toward research that’s literally saving lives, as well as practical support for families navigating blood cancer, including helping parents take time off work to be with their kids during treatment. If you’re in a position to give, even a small amount truly makes a difference. You can donate here. I’m incredibly grateful for the support! 💛
📚 Stacy’s Book Challenge
This year’s goal is…81. 1 more than last year. 😮💨 Follow along as I try to get there.
As of this post, I have read 8 books. I finished The Strength of the Few earlier this week. Very proud that I knocked out another 700+ page book. 💪🏼 In my opinion, the second book wasn’t as good as the first…but I’m so bought in now, I feel like I have to read the 3rd when it comes out next year. Pray for me.
I’m currently reading:
Odyssey - Still having a ton of fun, and it’s making me super hype for the upcoming Nolan movie adaptation!
Anatomy of an Alibi - I just started today, so I’m not too far in. Taking a break from all these heavy books for some fun reading! 😻
Follow me on GoodReads! 🤓
This is exactly the right angle ! Following your next steps with interest Stacy!