How to Hire GTM Leaders in the Age of Private Equity and AI

FJ
Fahad Jalal
CEO@QLU.ai
SW
Scott Wielar
Partner@JM Search
4 June, 2026

Hiring go-to-market leaders looks simple from the outside. It usually starts with a familiar request: “We need more sales.” But in this conversation, Scott Wielar makes the case that the obvious hiring answer is often the wrong one. Before a company hires a CRO, VP of Sales, or even its first serious commercial leader, it has to get honest about the problem it is actually trying to solve. Is the issue really talent, or is it product readiness, pricing, channel design, market fit, buyer motion, or org structure? That shift in thinking sits at the center of this episode.


Fahad Jalal and Scott go deep on how private equity has changed the stakes of commercial hiring, why founder-led companies often mis-hire their first GTM executive, how to think about player-coaches versus pure leaders, why the customer journey is blurring traditional marketing-sales-CS boundaries, and how AI is making access easier while making human judgment even more valuable. The result is a sharp, practical conversation about what executive search is really supposed to do: not just fill seats, but help companies hire the right person for the right problem at the right moment.

Key Takeaways

  • The best GTM searches start with a harder question than “who should we hire?” They start with “what problem are we really trying to solve?”
  • In executive search, trust compounds more than outreach volume. Scott frames business development as “give to get,” not “pitch to win.”
  • Functional depth matters more than vague industry familiarity in many GTM roles, especially when the real issue is selling motion, buyer persona, and role evolution.
  • A lot of founder-led and PE-backed companies mis-hire because they rush into the role before the product, motion, or organization is ready for that leader.
  • Private equity has shifted from pure financial engineering toward operational value creation, which has made leadership talent more central to returns.
  • The best candidate for a role is not always the most impressive person on paper. It is the best person for the actual story, stage, and economics of the business.
  • AI is commoditizing access and efficiency, but increasing the value of the human parts of search: judgment, psychology, interviewing, and relationship-building.
  • GTM leadership is increasingly organized around one customer continuum, not three isolated functions.

The First Hiring Question Is Usually The Wrong One

One of the strongest lines in the episode comes early: Scott says the question always starts with, “What problem are you really trying to solve?” That sounds obvious, but most companies do not actually start there. They start at the title layer. They assume the answer is a new salesperson, a CRO, or some senior commercial hire, and then work backwards to justify it. Scott’s view is more disciplined. Often, the company does not need the person it thinks it needs. It needs a different operating answer entirely. Sometimes that answer is a strategy project. Sometimes it is a channel rethink. Sometimes it is product work. Sometimes it is a role, but not the one on the org chart.


That is a much better way to think about executive search. Search is not just matching people to titles. It is helping a company avoid solving the wrong problem with an expensive hire. Scott is explicit that moving too quickly can create a bad six-month outcome that was almost built into the brief from the start: the wrong person, or the right person in the wrong seat. That is not a recruiting miss. That is a diagnosis miss.

Great Search Starts Before The Search

This episode is also strong on the commercial craft of search itself. Scott describes his approach to business development as “give to get.” That is the opposite of desperation selling. It means trying to solve something real for the client even if it does not turn into an immediate mandate. The point is not altruism for its own sake. The point is trust. If a client feels you were more interested in solving the problem than closing the search, you build a different kind of relationship.


That matters even more in Scott’s world because he works heavily with private equity, where relationships carry most of the weight. Campaigns, content, and awareness matter, but he is clear that they are not the core asset. The core asset is being trusted with a high-stakes leadership decision and a meaningful investment. That is also why patience matters. Some relationships convert quickly, some take time, and some of the relationships you assume will become business never do. The better model is long-horizon trust, not short-horizon pressure.

Functional Depth Beats Vague Industry Matching

Scott is especially good in the middle of the conversation on the difference between industry familiarity and functional depth. His point is not that industry never matters. It does, especially in highly regulated environments. But in a lot of GTM searches, firms overrate sector matching and underrate the deeper mechanics of the role. SMB and enterprise are very different motions. Product-led growth is different again. Selling into the office of the CFO is not the same as selling into the plant floor. Those distinctions matter more than generic “sector experience” ever could.


That is a useful correction because it pushes companies to define what they really mean when they say they want someone from “our world.” Often what they actually need is not a person from the same sector. They need someone who understands the right selling motion, the right buyer psychology, and the right functional playbook for the stage they are in. Scott’s model is to pair that functional depth with industry specialists when needed, rather than pretending one dimension alone solves the search.

Product Readiness Matters More Than Founder Optimism

This section hits especially hard for founder-led companies.


Fahad brings up a familiar startup trap: everyone keeps saying “hire sales,” but the product may not actually be ready for the commercial motion the company is trying to force. Scott’s answer is sharp. The first question is still product-market fit. If the value only really compounds at enterprise scale, then the enterprise motion may make sense. But if the product is not mature enough for enterprise selling yet, hiring a large-enterprise seller does not solve the problem. It just creates a painful mismatch between expectations and reality.


That is one of the more honest parts of the conversation. Scott says he has seen this play out the wrong way: the company insists the product is ready, the hire comes in, and six to nine months later both sides realize the product is years away from supporting the motion they hired for. The company feels burned. The executive feels burned. And the real issue was not necessarily talent. It was readiness. That is exactly the kind of situation a strong search partner should be trying to prevent.

Failed Hires Are Often Role-Design Failures

Scott is refreshingly sober about failed hires. He does not pretend they never happen. He also does not reduce them to simple candidate failure. His advice is to run a root-cause analysis: was it the person, or was it the situation? Was the company actually ready? Was the role defined correctly? Was the brief honest? Was there alignment on what success looked like?


That matters even more in founder-to-first-professional transitions, which Scott says make up a meaningful part of the market. In those situations, the company is often both urgent and traumatized. It may already have dipped its toe in, gotten burned, and become hesitant. But his advice is not to become gun-shy. It is to step back, redesign the role properly, keep communication open, and try again with better clarity. In PE-backed settings especially, the clock does not stop just because the first attempt was messy.

Private Equity Changed The Talent Equation

The private equity section is one of the best parts of the episode because Scott has lived it from the inside. He explains that when he first entered PE, the playbook was much simpler: find a business, put leverage on it, cover the cost of leverage, and sell it in five years. That was the era of financial engineering. Over time, private equity had to get more sophisticated. Cost-cutting and financial structure were not enough. Firms needed more operational levers, and talent became one of the most important ones.


That shift matters for GTM search because it changes what hiring is for. Commercial leadership is not just a support function sitting off to the side of value creation. It is increasingly part of value creation. Scott calls out two levers that have become more central: unlocking the organic growth engine and recognizing that the right talent really does change returns. That is why top PE firms are more serious now about role design, leadership fit, and getting commercial hires right earlier.

The Best PE-Backed Hiring Stories Are Tight And Believable

Scott’s practical advice for PE-backed companies trying to attract strong leaders is better than the usual “pay more” answer.


First, he says the story has to be unified. A top candidate should not hear one version from the CEO, another from the COO, and a third from the board. That inconsistency creates doubt immediately. The story does not have to be easy, but it does have to be coherent. Second, companies need to know what kind of story they actually have and who will find it attractive. This is where Scott uses a great line: many clients say they want the “purple unicorn,” when what they really need is the best gray hippopotamus for the actual situation.


That is a useful frame because it forces realism. Companies often chase the most attractive person instead of the right person for the role, the business, and the compensation they can truly support. Scott is clear that the goal is not to find “the best person.” It is to find the best person for the actual situation. That is a much more mature hiring standard.

CRO, VP of Sales, or Glorified AE? Start With The Next 12 Months

This part of the conversation is especially strong because it refuses title inflation.


Scott says that in a lot of businesses under a couple hundred million in revenue, the real job to be done is often not a true CRO role at all. Half the time, he says, the business really needs a glorified account executive. The other half, it needs a VP of Sales. The mistake is forcing the title before the company has really earned the org shape.


The smarter way to think about it is evolution. What does the company need now? What does it need in six months? Does the role stay hands-on? Does it become player-coach? Does it eventually mature into a broader commercial leadership seat? Search gets much better when it is built around that evolution rather than around a title the board thinks sounds “serious.”

The Hardest Hire In GTM Might Be The Player-Coach

Scott is particularly thoughtful on the player-coach problem. He says this is one of the hardest GTM hires because it is not enough to know whether someone can coach. The real question is whether they can go back and still play, and whether they can do that without poisoning the team dynamic.


His criteria are practical. Look for people who are not too far removed from the field. Watch their enthusiasm when they talk about carrying a bag again. Pay attention to whether they understand the traps of the role, especially the instinct to hoard the best opportunities for themselves. A good player-coach knows they cannot keep giving themselves the layups. They have to be willing to take harder situations and create wins for the team around them. That is a useful definition because it connects leadership not to title, but to how someone distributes opportunity and builds trust.

A-Player Sellers do not Automatically Become A-Player Leaders

Fahad pushes Scott hard on this, and the answer is good. Scott does not romanticize the transition. He says you have to be an A player first to become an A player-coach, because the team has to respect you. But that is not enough. Leadership is a different DNA. Some elite sellers will never enjoy the management version of the job. Some will not want to give up their bag. Some are motivated more by direct cash outcomes than by team development or strategy.


The people who do make the jump are usually drawn by something beyond individual kill. They like building other people. They are interested in the bigger GTM question, not just their own quota. They want a seat at the strategy table. And they are honest with themselves about why they want the move in the first place. That last part matters because a lot of failed leadership transitions are really identity mismatches disguised as promotions.

GTM Has Evolved From Art, to Science, to Systems

Scott’s historical view of GTM is one of the more valuable parts of the episode. He says that when he first moved into the commercial side, sales leadership was still evaluated mostly around sector knowledge, product knowledge, quota attainment, and simple pipeline inspection. That was the core. Over time, the role became more scientific. Volumetrics, methodologies, process rigor, and playbooks became more common. What used to feel like obscure frameworks in books became operational practice.


What is interesting is that Scott sees the “playbook” idea as having expanded far beyond just deal management. It now shapes account management, GTM strategy, team development, and broader commercial operations. That means the role of a commercial leader is no longer just “good at selling.” It is increasingly “good at building and operating the system around selling.” That is a much more demanding role, and it explains why GTM executive search is so nuanced now.

The Customer does not See Your Org Chart

This may be the cleanest strategic point in the conversation.


Scott says the customer does not experience marketing, sales, and customer success as three separate departments. They experience one continuous relationship, from first awareness to years of renewal. That means a company that optimizes for internal boundaries instead of customer continuity is creating friction the buyer can feel.


His answer is not that one person should own everything. It is that the organization should create one voice through the journey, even if multiple people are involved. Incentives matter here. If marketing only gets paid for top-of-funnel, sales only for close, and CS only for renewal, every handoff becomes a boundary instead of a bridge. Scott argues that companies underestimate the power of incentive design in smoothing the path for the customer. He also stresses the value of regularly bringing those adjacent leaders together to work from the outside in, mapping the experience from the customer’s perspective rather than the org chart’s.

AI Makes Access Cheaper And Human Judgment More Valuable

Scott’s AI view is one of the best parts of the episode because it is not defensive and not naive.


He says AI is changing GTM search in two ways. First, it is changing what clients are asking for. They increasingly want leaders who are at least open to AI and capable of adapting as the field evolves. But he is realistic about supply. Everyone wants the person who has already fully operationalized AI across the sales motion, and there are nowhere near enough of those people. So the minimum bar becomes mindset and willingness, not magic credentials.


Second, and more importantly, AI is changing how search itself gets done. Scott’s line is sharp: people used to say “who I know was everything,” and AI makes that a commodity in a minute. That does not kill search. It changes where the value sits. The value shifts back toward trusted relationships, psychology, interviewing, and the ability to bridge human gaps when candidates and clients do not immediately align. AI can make reports, synthesize information, and remove note-taking drag. What it cannot replicate easily is the craft of getting someone to call back, getting them to stay engaged, or helping two leaders see common ground when their instincts clash. That is where Scott thinks search is headed, and he is probably right.

The Most Uncomfortable AI Question Is About The Next Generation

The final section of the conversation goes somewhere more thoughtful than most AI discussions do. Fahad raises the problem directly: a lot of people learned by shadowing, carrying the bag, and doing administrative work that AI can now eliminate. So how does the next generation get developed if the apprenticeship layer gets hollowed out?


Scott does not pretend to have a perfect answer. But he does give useful guidance: find spaces where AI cannot easily replace what you do, keep learning, and do not over-rotate on the mythical perfect opportunity. Take a role, learn fast, excel in it, and let that become the next step. It is not a comforting answer, but it is an honest one. The economy is being rewritten. The playbook is moving. The best response is not paralysis. It is adaptability.

Closing Advice

The strongest idea in this episode is that GTM executive search is really a role-design discipline disguised as a recruiting discipline.


If you define the wrong problem, you hire the wrong leader. If you chase the most attractive candidate instead of the best fit for the actual story, you get burned. If you assume AI replaces the craft, you miss that it is actually raising the value of the most human parts of the craft. And if you keep organizing GTM around internal boundaries instead of customer experience, you force friction into the system that no title can solve.


Scott’s advice is better than most because it is grounded in operating reality. Slow down long enough to understand the role. Be honest about readiness. Hire for the next stage, not the vanity title. And build search around the thing that still compounds after the tools level the playing field: trust.

Best Quotes

  • “What problem are you really trying to solve?”
  • “The relationship is the vast majority of it.”
  • “The customer doesn’t see its experience with you as disparate journeys.”
  • “AI makes that a commodity in a minute.”
  • “The right talent makes all the difference.”
  • “Disruption creates opportunity.”

What To Do Next

  • Rewrite your hiring brief around the business problem, not the title.
  • Ask what has to change in the next 6, 12, and 24 months before you ask who should own it.
  • Pressure-test product and motion readiness before hiring senior GTM talent.
  • A strong enterprise seller cannot fix a product that is not ready for enterprise selling.
  • Separate “best candidate” from “best fit.”
  • Align the role, the company story, and the compensation before you chase a purple unicorn you cannot realistically attract.
  • Build evaluation around motion and buyer depth, not vague sector matching.
  • SMB, enterprise, PLG, and regulated sales environments create genuinely different role requirements.
  • Design GTM from the outside in.
  • Map the customer journey first, then organize your marketing, sales, and customer success handoffs around that experience.
  • Use AI to remove drag, not judgment.
  • Let it handle synthesis and efficiency so your team can spend more time on interviews, alignment, and trust-building.
  • For anyone building a GTM search career, major in one thing and build minors around it.
  • Pattern recognition compounds, but only if you stay curious enough to widen your range over time.

About The Guest

Scott Wielar is a Partner at JM Search and leads the firm’s commercial/go-to-market team. He focuses on recruiting senior commercial leaders for private and growth equity-backed businesses, and brings prior experience as a CRO, president, CMO, and leadership consultant across the private equity ecosystem.

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