Navigating Growth in Private Equity w/JD Miller

Running a high-performing go-to-market (GTM) strategy isn’t about luck—it’s about precision, alignment, and momentum. And no one encapsulates this more than JD Miller, a seasoned Chief Revenue Officer (CRO) with decades of experience leading teams in private equity (PE)-backed organizations. During his candid conversation with Stephen Lowisz on the GTM Secrets podcast, Miller unpacked the blueprints he’s used to drive scalable success—covering everything from aligning sales and marketing to cutting customer acquisition costs (CAC) and motivating teams in high-pressure environments.

This isn’t surface-level fluff. These are the tactical, number-driven insights that transform GTM strategies from average to unstoppable. Here's a deep-dive into the practical strategies and lessons JD shared, designed to help you elevate your B2B tech sales and marketing game.

The Blueprint for Sales & Marketing Alignment

They say “sales and marketing alignment” like it’s an aspirational goal. JD Miller says it’s table stakes. Misaligned teams bleed time, energy, and revenue. Fixing this isn’t about pep talks—it’s about building a shared framework that connects both teams to the same mission, metrics, and outcomes.

Here’s how to stop the dysfunction and get everyone rowing in sync.

1. Build Your "Win Creation Waterfall"

Alignment starts with data, not gut feelings. Miller’s "Win Creation Waterfall" breaks down what’s needed at every step of the funnel to hit revenue targets. Start by mapping backwards from your goal.

For instance, if a $20 million target requires hitting 200 closed opportunities at an average $100,000 deal size, and your win rate is 25%, sales needs 800 opportunities in the pipeline. Dig deeper:

  • How many MQLs does marketing need to generate for those 800 opportunities?
  • How many of those MQLs must convert into opportunities?
  • How many self-sourced leads must sellers drive directly?

Publishing this breakdown creates clarity for everyone. Marketing knows the weight they’re carrying. Sales knows their target activity levels. And you have a clear roadmap for collaboration.

Pro Tip: Run these numbers for each segment (enterprise, mid-market, SMB). What’s “meaningful” for a self-serve SMB team might be radically different for an enterprise-focused team handling six-month deal cycles.

2. Use Sales Velocity to Spotlight Bottlenecks

Sales velocity is more than a buzzword—it’s your north star. JD Miller defines it as the revenue generated daily, calculated using four variables:

  • Number of opportunities in the pipeline.
  • Average deal size for those opportunities.
  • Win rate.
  • Sales cycle length.

Here’s your formula:
(Number of Opportunities × Average Deal Size × Win Rate) ÷ Average Sales Cycle Length = Sales Velocity

By segmenting velocity data across teams—enterprise, mid-market, and SMB—you’ll uncover bottlenecks. Maybe lead velocity in mid-market is stellar, but enterprise is tanking because the sales cycle has ballooned. Use this insight to laser-focus resources where they’ll have the most impact.

Tactical example:
Miller recalled auditing a sales team accused of underperformance. Close rates were strong, but deal sizes had shrunk significantly. The problem wasn’t within sales—it was the ICP targeting. When opportunities shifted upmarket, deal sizes grew, and the company regained lost momentum.

3. Over-Communicate Until It Feels Redundant

Under-communication fuels misalignment. Whether it’s marketing delivering unqualified leads or sales failing to follow up, bottlenecks often stem from unclear expectations. JD insists that over-communication is essential—internally, across teams, and up the ladder to PE investors.

Tactics for embedding over-communication into your playbook:

  • Weekly Flash Reports: Short updates that share pipeline progress, weekly numbers, and adjustments. These go to leadership, sales managers, and marketing teams, so no one faces informational gaps.
  • Quota Transparency: Share the logic behind targets with individual contributors. Sellers should know how their quotas tie back to broader revenue objectives to ensure buy-in.
  • Full-Context Conversations: Don't just report targets. Explain why a motion matters and how it affects the bigger picture. For example, the “second-ring answer” for a help desk translates to higher NPS, lower churn, and better customer retention.

This steady drumbeat eliminates surprises, minimizes conflict, and builds trust across functions.

Making Customer Acquisition Costs Work for You

For PE firms, it’s not just about growth—it’s about efficiency. CAC becomes a controllable investment, and understanding its mechanics is a CRO’s lifeline. Here’s how to manage CAC strategically while staying profitable.

1. Master the Rule of 40

To thrive under PE ownership, you need perfect clarity on what success looks like. Enter the Rule of 40. This formula measures a company’s growth and profitability, and anything over 40% is considered ideal.

Formula:
Growth Rate (%) + Profit Margin (%) = Rule of 40 Score

Examples that pass the test:

  • A high-growth startup posting 60% YoY growth with -20% profitability = 40%
  • A mature company with 15% annual growth and 25% profit margin = 40%

The takeaway? Your go-to-market decisions should prioritize balancing fast growth and sustainable profitability, not chasing one at the expense of the other.

2. Prioritize Profitable ICPs (Ideal Customer Profiles)

A small pivot in ICP strategy can save millions in CAC while boosting profit. JD Miller gave an example of a company whose smaller customer accounts caused declining deal values. The fix? Refocusing ICP efforts toward larger targets with bigger pockets and broader expansion opportunities.

If you haven’t examined your ICP recently, now’s the time. Build a heatmap of high-value segments and ensure your marketing and sales resources sync up accordingly.

3. Optimize Across All 18+ Touchpoints

It takes an average of 18 touches to convert a cold prospect into a qualified sales lead in B2B. There’s no shortcut, but JD shared a secret: map every single touchpoint in your lifecycle and test granularly.

Checklist for optimization:

  • Test ad creatives and email styles for performance over time.
  • Align SDR call scripts to emphasize the exact ROI metrics buyers care about in today's market.
  • Enable instant personalization across all web chat interactions to increase conversion rates.

The key is to reassess regularly, so resources flow toward winning tactics and underperformers are cut mercilessly.

Motivating Teams Under Pressure Without Burnout

High-pressure environments like PE ownership mean urgency is constant—but burnout doesn’t have to be. JD’s approach blends clarity, planning, and humanity. Here’s how to keep your team firing on all cylinders.

1. Start with Realistic, Layered Goals

Don’t drop a massive quota bomb without a roadmap. Effective leaders, JD emphasizes, break mandates into digestible, actionable plans.

For example, with a $20 million revenue goal:

  • $12M could stem from renewals.
  • $5M from upselling current customers.
  • $3M from net-new logo business.

Next, build forecasts showing how the team will deliver:

  • How many MQLs will drive $3M net-new opportunities?
  • What’s the average upsell per account?
  • What %-churn reduction will keep retention steady?

This step eliminates ambiguity. A team that knows how success is defined—and sees a clear path to achieving it—is far less likely to falter under pressure.

2. Manage People, Not Routines

Organizations grow. Cultures evolve. Some thrive in the new landscape, while others don’t. JD shared how during mergers and acquisitions, some team members mourn the intimacy of the old environment. The solution is simple but profound:

  • Be honest about the cultural shift.
  • Celebrate what was while showing the excitement of what’s to come.
  • Help those who can’t thrive in the new environment find opportunities that fit better.

Retention isn’t about keeping everyone—it’s about keeping the right people engaged.

3. Turn Purpose into Rocket Fuel

When teams truly understand how their work ties to the company’s mission, performance skyrockets. This is why JD puts storytelling at the center of his leadership model.

For example, when help desk employees understand that answering quickly reduces churn, which improves retention, which boosts growth and profit—they no longer just “answer phones.” They’re revenue drivers, and their role holds purpose.

Closing Thoughts

Whether you’re managing the pressures of PE or leading a high-growth startup, JD Miller’s insights remind us that strategy wins are rooted in fundamentals. Clarity, transparency, and measurable metrics fuel success—not fancy one-off plays.

From leveraging the Rule of 40 to aligning sales and marketing through over-communication, Miller’s wisdom is a tactical masterclass for tech sales professionals. If you’re ready to build momentum, drive smarter collaboration, and fuel profitable growth, these strategies are your playbook.

For more, connect with JD at JDMillerPhD.com or pre-order his book, The CRO’s Guide to Winning in Private Equity, now available for pre-sale.

Lead boldly, align relentlessly, and win strategically. Your GTM success story starts here.