The AI Sales Process Map: The Ten-Stage Sales Process Framework

The AI Sales Process Map: The Ten-Stage Sales Process Framework

By Sean O'Shaughnessey

Sales leaders today often fall into the trap of using artificial intelligence tools randomly rather than systematically. This sporadic usage is like owning a Swiss Army knife but only using the bottle opener; you miss out on ninety percent of the available value. AI’s real power comes not from isolated tools but from integrating capabilities across every stage of your sales processes. When mapped correctly, AI accelerates every interaction, shortens sales cycles, and makes revenue generation more predictable.

Random AI adoption leads to inconsistent results. Some reps use it effectively, while others revert to manual methods under pressure, resulting in uneven performance. Systematic AI integration, however, compounds improvements across the entire sales cycle. Data captured at one stage strengthens the next, creating a virtuous cycle of sales success that is scalable, measurable, and sustainable. The outcome is not just faster deals, but stronger business acumen and more consistent revenue management.

The ten-stage AI sales process framework provides a structured way to apply AI:

  1. Prospecting,
  2. Outreach,
  3. Qualification,
  4. Scoping,
  5. Presentation,
  6. Economic Buyer meetings,
  7. Validation Events,
  8. Proposals,
  9. Closing,
  10. Onboarding/expansion.

Each stage leverages AI differently, from intent data analysis in prospecting to AI-driven customer success monitoring post-close. Integration ensures that research informs outreach, discovery guides scoping, and validation improves proposals. By connecting the entire workflow, sales teams gain predictable processes and continuous optimization opportunities.

Process-based implementation builds competitive advantage. Competitors can replicate isolated AI tools, but systematic integration across sales strategies and sales management creates a differentiated approach that scales with growth. Consistency across the team reduces dependency on individual skill differences, enhances messaging, and strengthens value selling.

The measurement framework behind this approach ensures continuous improvement. Stage-specific conversion rates, velocity metrics, and data quality indicators guide refinements. Weekly reviews, monthly AI effectiveness assessments, and quarterly adjustments keep teams aligned while maximizing ROI from AI investments. Over time, these optimizations compound, creating a performance engine that drives long-term revenue generation.

The future of B2B sales isn’t choosing between humans and AI. It’s humans amplified by AI. Let’s build that future together.

If you’d like to explore this topic in more depth, there’s a podcast episode that covers all of this information and more. You can find the link to the episode here and consider subscribing to the podcast AI Tools for Sales Pros on your favorite podcast player.

Mastering Sales Channels: How to Align Your Strategy for Maximum Impact

Mastering Sales Channels: How to Align Your Strategy for Maximum Impact

By Sean O'Shaughnessey

Understanding the dynamics of sales channels can transform how businesses approach their markets. Many sales professionals, whether they are salespeople, managers, or CEOs, often miss a critical distinction: the difference between the product they are selling and the value it provides. 

This gap in understanding can lead to suboptimal sales performance, particularly in environments where products are sold through intermediaries, such as distributors, referral partners, or dealer networks. The challenge is not just about knowing your product, but also about understanding how to position it in a way that resonates with every player in the sales chain.

Sales success starts with recognizing who your true customer is. In sales management or channel sales, the end customer is often not the person you interact with directly. Instead, your “customer” might be the intermediary, your distributor, reseller, or even your own sales team. These intermediaries are the ones who ultimately connect your product to its final user. If you don’t understand their challenges, motivations, and context, you risk failing to equip them with the necessary tools to succeed. Are you selling a product’s features, or are you helping them understand how to sell it effectively? This distinction is vital.

When selling through intermediaries, the emphasis should shift from “what the product does” to “how the product can be sold.” Your distributors or referral partners don’t need every technical detail of your product. They need clarity on how it solves problems for their customers, how it fits into their existing offerings, and how they can position it to drive sales. 

The goal is not to overwhelm your partners with information but to provide actionable insights that align with their specific needs. If you’re focusing solely on product features, you’re likely missing the mark.

Salespeople and sales managers must also recognize the game they are playing. Are you selling a commodity, a widely available product, or an exclusive offering? Each scenario demands a different strategy. 

Commodities often compete on price, necessitating bulk sales or value-added services to differentiate themselves. Widely available products often rely on relationships, service quality, or unique add-ons to differentiate themselves. Exclusive products, on the other hand, can often avoid price wars by emphasizing their uniqueness and superior quality. Knowing which game you’re in allows you to tailor your approach and avoid misaligned strategies.

For small businesses and solopreneurs, the challenge lies in effectively managing referral partners. Referral partnerships are a powerful way to generate leads, but they require careful management and oversight. 

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Transforming Quota-Setting: Strategies for Sales Leaders to Optimize Performance and Revenue

Transforming Quota-Setting: Strategies for Sales Leaders to Optimize Performance and Revenue

By Sean O'Shaughnessey

Quota-setting is one of the most misunderstood elements of sales leadership. Too often, it’s treated as a spreadsheet exercise or a top-down directive, rather than a strategic lever that drives behavior, performance, and growth.

Whether you’re leading a team of 20 or you’re the founder managing three reps, how you define quotas has a direct impact on your revenue trajectory and your team’s motivation.

So, where do you start?

With timing. If you’re not delivering quotas to your team until February or March, you’re already behind. Salespeople need clarity by December. That gives them runway to plan, prioritize, and hit the ground running in January. Delayed quotas create confusion and stall momentum. To achieve a strong Q1, you need to equip your team early.

Quota-setting varies depending on the size of your company. Larger teams offer more flexibility. With 10 or more reps, you can spread risk, balance performance, and model averages. You’ll have top performers who consistently overdeliver, alongside newer reps who are still ramping up. The law of averages works in your favor. You can afford some variance. Smaller teams don’t have that luxury.

When you’re running a small team, maybe two or three reps or founder-led sales, every individual matters. One person missing quota can tank your number.

You can’t rely on averages. You need precision.

That means tying quotas to actual relationships, known opportunities, and real probability. It’s not about slicing up a target evenly. It’s about assigning numbers based on what’s realistically achievable in each territory or account list.

Territory design plays a big role here. Whether it’s geographic, vertical, or named accounts, quota must reflect the market potential. You can’t expect equal performance from unequal opportunity. If Rep A has 500 viable accounts and Rep B has 50, their quotas shouldn’t look the same unless you have data that says Rep B’s accounts are closer to your Ideal Client Profile. Use available market data to inform the number. Don’t assign quotas in a vacuum. 

In larger organizations, quotas often originate from the top down, typically from finance. The CEO and CFO commit a growth number to the board, investors, or in public filings to the SEC. They have no choice but to pass it down. It’s not uncommon for the sales team to receive the number without context. That’s a problem. If you’re in a leadership role, you need to pressure test that number. Can your team realistically hit it? If not, what additional resources are required?

  • More headcount?
  • Better enablement?
  • Marketing support?

In large organizations where the quota is driven by investor expectations, the VP of Sales must establish an organization well before the new year that achieves this year’s goal, while also meeting the expectation of growth for the next year. Planning ahead, sometimes years in advance, is part of the job.

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Turning Around Sales Performance: Strategies for CEOs and Sales Managers to Foster Internal Alignment

Turning Around Sales Performance: Strategies for CEOs and Sales Managers to Foster Internal Alignment

By Sean O'Shaughnessey

Navigating a sales turnaround isn’t just about fixing numbers; it’s about transforming the business. It’s about realigning expectations, rebuilding internal trust, and creating a structured, sustainable path forward. 

If you’re a CEO, sales manager, or a key salesperson in your organization, the pressure to reverse a sales slump can feel overwhelming. However, the truth is that turnarounds aren’t made in a sprint; they’re built through clarity, consistency, and effective communication.

Too often, sales leaders make the mistake of focusing only on the downward trend. They get caught up in the urgency of the numbers and forget that the real challenge lies in managing upward, setting expectations with executive leadership, and aligning them with reality. 

If your sales team is underperforming, your internal stakeholders are your new audience. Just as with external prospects, you need to manage their expectations with a clear, actionable plan.

The process starts with a shift in mindset. 

Instead of viewing upper management as critics, think of them as clients. What do they need to believe in this turnaround? What information do they need to trust your leadership? Start by building a high-level outline. Avoid over-engineering the details in the early stages. Focus on where you want to go, then reverse-engineer the steps to get there.

Every turnaround starts from a rear position. That means your first job is to stop the downward momentum. Before you can scale revenue, you need to stabilize it. That requires a clear definition of success, agreed upon by everyone involved. 

  • Are you trying to double revenue in 12 months? 
  • Or just return to last year’s baseline? 
  • Is that goal realistic given your market, team, and resources? 

If not, revise it. A stretch goal is fine. A fantasy is not.

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Two Tall Guys Talking Sales – Why Consistent Sales Strategies Win: Forecasting, Messaging, and Revenue Management – Episode 151

Two Tall Guys Talking Sales – Why Consistent Sales Strategies Win: Forecasting, Messaging, and Revenue Management – Episode 151

By Sean O'Shaughnessey

In this episode of Two Tall Guys Talking Sales, hosts Kevin Lawson and Sean O’Shaughnessey delve into the crucial role of deal qualification in driving sales success. From simple frameworks like BANT to advanced methodologies such as MEDDIC and MEDDPICCC, Kevin and Sean explain how consistent sales processes, value selling, and business acumen can sharpen forecasting, strengthen messaging, and ultimately accelerate revenue generation. Whether you’re managing a sales team or selling solo, this discussion will help you refine your sales strategies and improve your revenue management outcomes.

Key Topics Discussed

  • The cooking analogy for sales qualification – how preparing a meal mirrors building consistent sales processes 
  • Why full qualification matters – reducing forecast slippage, aligning solutions to customer needs, and driving predictable revenue generation.
  • BANT explained – Budget, Authority, Need, and Timeline as a simple framework for qualifying deals 
  • Beyond BANT – an overview of advanced methodologies such as SPIN, SPICED, and NEAT for value selling in complex deals 
  • Deep dive into MEDDIC and MEDDPICCC – why metrics, the economic buyer, and champions are essential for enterprise-level sales success 
  • The importance of sales management consistency – ensuring every salesperson in an organization qualifies deals with the same discipline 

Key Quotes

  • Kevin Lawson : “When you close things better, when you have more deal intelligence or customer intelligence or relationship intelligence gained through a qualifying methodology, you end up being better able to serve a customer.”
  • Sean O’Shaughnessey : “If you have five salespeople trying to qualify deals, you want them to qualify them the same way—consistency matters because it creates repeatable sales success.”
  • Sean O’Shaughnessey : “Every deal needs a champion. If you can get a champion to sell for you when you’re not there, you are far more likely to win.”

Additional Resources

  • HubSpot Blog: A Guide to Sales Qualification Frameworkshttps://blog.hubspot.com/sales/6-popular-sales-methodologies-summarized
  • The Qualified Sales Leader by John McMahon is an essential read on MEDDIC from one of the most successful sales leaders in software history. https://a.co/d/76089W7
  • Join the B2B Sales Lab for 90 days free and access practical community discussions on sales strategies, revenue management, and messaging. https://b2b-sales-lab.com

A Significant Actionable Item from this Podcast

Select and consistently implement one sales qualification framework across all your deals.
Whether you adopt BANT for simplicity or MEDDPICCC for enterprise-level selling, consistency in qualification builds stronger forecasts, improves customer alignment, and accelerates revenue generation. Decide on one methodology, train your team, and hold yourself accountable to using it every time.

Why You Should Listen

This episode is packed with practical insights for salespeople, managers, and business leaders committed to improving revenue management and sales success. Kevin and Sean take you from everyday analogies to advanced enterprise strategies, showing why consistent qualification is the backbone of predictable growth. If you want sharper sales processes, better forecasting, and stronger messaging that supports value selling, you won’t want to miss this conversation. Download now and start applying these proven sales strategies to your own pipeline.

Two Tall Guys Talking Sales – Steve Caton Shares When to Sell, When to Coach, and When to Hire: Strategic Sales Management That Drives Growth – Episode 137

Two Tall Guys Talking Sales – Steve Caton Shares When to Sell, When to Coach, and When to Hire: Strategic Sales Management That Drives Growth – Episode 137

By Sean O'Shaughnessey

In this powerful episode of Two Tall Guys Talking Sales, Kevin Lawson and Sean O’Shaughnessey are joined once again by Steve Caton, CEO of Altezza Solutions, for a thought-provoking conversation that zeroes in on one of the toughest decisions in sales leadership: when to sell, when to coach, and when to hire. Whether you’re a business owner, VP of Sales, or a player-coach juggling a quota and a team, this episode brings clarity to the strategic inflection point where growth hinges on letting go. With frank discussion, lived experience, and tactical advice, Kevin, Sean, and Steve guide you through the complex terrain of sales management, revenue generation, and scaling your team without sacrificing results.

Key Topics Discussed:

  • [00:01:58] The pros and cons of player-coach sales roles, and why this model often fails without intentional strategy
  • [00:05:34] How to create a psychologically safe sales environment where learning from failure drives sales success
  • [00:07:11] Steve Caton’s personal transition from sales operator to CEO—and how it triggered exponential business growth
  • [00:09:20] The difference between hiring to “swim faster” and hiring to scale—how business acumen guides the decision
  • [00:13:00] Real-world use cases for fractional sales roles to test new markets or offerings without disrupting core revenue streams

Key Quotes:

  • Kevin Lawson [00:04:57]: “Sometimes you have to let people fail. You can’t push them into failure, but you do have to give them the room to learn. The challenge is, as a leader, you’re still accountable for that failure.”
  • Sean O’Shaughnessey [00:04:01]: “It’s much easier to do one thing well. Let great salespeople sell and great managers manage—don’t dilute either role.”
  • Steve Caton [00:08:30]: “I made the decision to stop selling before I could afford it. Why? Because I knew the payoff would be big. Sometimes, you just have to invest in your business to grow.”
  • Kevin Lawson [00:11:34]: “A sales process with control metrics, plus intentional feedback loops, informs exactly how and where your business should grow.”

Additional Resources:

A Significant Actionable Item from this Podcast:

Reevaluate your team structure and decide: are you scaling or surviving?
If you’re a business owner or sales leader wearing multiple hats, it’s time to assess whether you’re enabling growth or capping it. Consider where your time is most valuable—rainmaking, coaching, or closing—and invest in building the right team around you. Start with fractional or part-time hires to test new roles or markets, then double down when the data supports it.

Closing Summary:

This episode cuts through the noise around sales team building with a refreshing mix of vulnerability, experience, and strategic depth. Whether you’re weighing your first sales hire or deciding to step out of the player-coach role, Two Tall Guys Talking Sales delivers real-world sales strategies that help you align your messaging, sales processes, and revenue management decisions with long-term growth. Don’t miss this one—it’s 15 minutes of business-building insight that could change the trajectory of your sales organization. Hit play now and discover how letting go might be the smartest way to grow.

Stop Guessing, Start Growing: How Strategic Sales Assessments Drive Real Revenue

Stop Guessing, Start Growing: How Strategic Sales Assessments Drive Real Revenue

By Sean O'Shaughnessey

You’ll eventually hit a wall if you’re running a sales organization—or wearing multiple hats as founder, CEO, and sales manager. That wall is often invisible until growth stalls, key deals slip through the cracks, or your top salesperson burns out. So, what’s the next move? It’s not more hustle. It’s assessment.

A sales assessment isn’t about checking boxes. It’s about understanding where you are, how you operate, and what’s holding you back. Too many small business leaders assume they’re doing fine because revenue is growing or the team is hitting their quotas. But are you growing at the rate your market allows? Are your sales activities aligned with your long-term goals? Are you building a repeatable system, or are you just getting lucky?

Let’s get tactical. A sales plan isn’t just a revenue target. It’s your go-to-market strategy. It defines your audience, your message, and your motion. It answers why you’re talking to those prospects and what value you’re bringing to them. Without a plan, you’re reacting instead of executing. You’re chasing leads instead of building a pipeline.

If you’re a small company—perhaps under $30 million in revenue—and selling into a national market, chances are your market potential is hundreds of millions, maybe billions. That means your market share is a rounding error, which means there’s room to grow. The question is: Are you operating in a way that allows you to capture that growth?

Even if you’re running lean, you should benchmark your performance against top-tier organizations. Not because you’re competing with them directly, but because they set the standard. What are they doing that you’re not? Where are they more efficient? How do they structure their teams? You’re leaving money on the table if you’re not asking those questions.

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Two Tall Guys Talking Sales – Know Your Numbers: A Sales Leader’s Guide to Growth Metrics – E132

Two Tall Guys Talking Sales – Know Your Numbers: A Sales Leader’s Guide to Growth Metrics – E132

By Sean O'Shaughnessey

As Q2 kicks into full gear, it’s time to pause and reflect—are you ahead, on pace, or falling behind on your sales targets? In this insightful episode of Two Tall Guys Talking Sales, hosts Kevin Lawson and Sean O’Shaughnessey unpack one of a sales leader’s most crucial yet often overlooked responsibilities: knowing your numbers. With equal parts practical advice and strategic vision, this conversation walks you through the foundational metrics every sales leader should track—customer acquisition cost, average transaction size, support staffing ratios, and more. Whether you’re forecasting growth, scaling headcount, or simply trying to stay ahead of the competition, this episode is your playbook for building a metrics-driven sales organization that thrives.

Key Topics Discussed

  • Why “Keeping Score” Matters in Sales Leadership (00:00)
    Kevin kicks off the episode with a strong analogy to competitive sports, emphasizing that tracking performance metrics is non-negotiable for sales leaders aiming to grow.
  • Building a Forward-Looking Sales Metrics Matrix (00:01)
    Kevin walks through how to build a simple but powerful matrix using transaction volume, average deal size, and headcount to visualize both current performance and future goals.
  • Calculating Average Transaction Size and Quota Coverage (00:02)
    Learn how to reverse-engineer quota achievement by dividing sales goals by average transaction size to determine activity targets for your team.
  • Understanding Customer Acquisition Cost (CAC) (00:05)
    Sean breaks down the components of CAC and explains why every sales leader must know this figure to scale sustainably and profitably.
  • Debunking the “Geopolitics Are Killing Sales” Excuse (00:09)
    Sean challenges the notion that global events are valid reasons for missed quotas, reinforcing that internal execution and strategic clarity are what really matter.
  • Aligning Sales Activity with Strategic Growth Goals (00:12)
    Kevin closes the episode with a systems-thinking approach to leadership, showing how small adjustments in metrics, team development, and compensation can drive exponential growth.

Key Quotes

Kevin Lawson: “Keeping score is important. Really important. I’m talking like March Madness. Final game. Important.” (00:00)

Sean O’Shaughnessey: “If it takes you more than 20 minutes to figure out this information, then you need a better bookkeeping system.” (00:06)

Sean O’Shaughnessey: “You need to know what your average deal size is. You need to know how long it takes you to get a customer. Your CRM should be solving that.” (00:07)

Kevin Lawson: “We want to gently steer our company towards our goals. So the thinking about this process is all about knowing your numbers.” (00:12)

A Significant Actionable Item from this Podcast

Build Your Sales Metrics Matrix This Week
Start with your annual revenue goal. Break it down by the number of salespeople, average transaction value, and number of transactions needed per rep per month. Then layer in your customer acquisition cost, support staffing ratios, and expected margin. This matrix becomes your roadmap for scaling intelligently—whether you’re doubling headcount, expanding territory, or just trying to hit a consistent quota.

Episode Summary

In a world of uncertainty, Two Tall Guys Talking Sales reminds us that clarity comes from data. Kevin and Sean deliver a compelling, no-nonsense discussion about how to take control of your revenue engine by genuinely understanding the math behind your sales motion. Whether you’re a CEO, VP of Sales, or just starting to lead a team, this episode offers an essential primer on aligning your operations to your goals. Don’t miss this one—it might be the wake-up call your spreadsheet has been waiting for.

👉 Hit play now to future-proof your sales strategy by learning how to know your numbers like a pro.