Choosing the Right AI Stack for Your Sales Organization

Choosing the Right AI Stack for Your Sales Organization

A VP of Sales recently confided in me: “We have six different AI tools, but our reps are still doing manual work. What went wrong?”

This is the AI tool proliferation problem. Sales leaders often collect tools without a strategy, mistaking a pile of features for a cohesive system. It’s like buying a hammer, screwdriver, saw, and drill without realizing you’re actually trying to build a house. An effective AI stack means integration. When tools work together, they amplify each other’s value. When they don’t, they add complexity, confusion, and wasted money.

Why Strategy Beats Random Adoption

Random tool adoption is rampant across sales organizations. Teams chase shiny new software, often ending up with overlapping features, siloed data, and productivity lost to tool-switching. Instead of solving problems, the stack itself becomes the problem.

But when built strategically, the benefits are profound. Integrated systems reduce manual data entry, accelerate response times, and deliver actionable insights for reps. Three well-chosen, well-connected tools can outperform six isolated ones. Integrated stacks also improve adoption rates by providing consistent interfaces and reducing training overhead.

The Five-Layer AI Stack Framework

To avoid the chaos of random adoption, I use a five-layer framework for structuring sales AI tools:

  1. Data Foundation – Your CRM and data management system, enriched and maintained for accuracy.
  2. Intelligence & Analytics – AI-driven insights, lead scoring, forecasting, and market intelligence.
  3. Automation & Workflow – Sequences, task automation, and cross-platform orchestration.
  4. Content & Communication – AI writing, proposal generation, and customer-facing tools.
  5. Optimization & Learning – Conversation analysis, performance tracking, and continuous improvement.

These layers aren’t just categories; they’re connected through data flows and integration principles. Each layer enhances the next, creating a system that scales intelligently with your team.

Your foundation layer usually consumes about half of your AI stack budget, but it’s worth it. Clean, structured data is the lifeblood of every other tool. From there, intelligence and automation layers drive the bulk of ROI by improving deal velocity, conversion rates, and rep efficiency.

Content tools and optimization layers build on that foundation, ensuring customer-facing communication remains sharp while performance is continually refined. When done right, this phased approach allows organizations to see value in months, not years.

Too many organizations make predictable mistakes: choosing tools for features rather than integration, underestimating training and adoption costs, or layering new tools on top of dirty data. Others rush implementation without testing, or ignore governance and compliance until it’s too late. The result? Expensive tools with low adoption and little measurable impact.

The lesson is simple: treat your AI stack like architecture. Every decision influences the system’s stability and scalability for years to come.

Real-World Configurations

  • Small teams may thrive with Pipedrive, Make.com, and ChatGPT handling CRM, workflows, and content.
  • Mid-market firms often layer Salesforce, Gong, Outreach, and PandaDoc for stronger intelligence and automation.
  • Enterprises combine Salesforce, advanced data platforms, SalesLoft, Gong, and dedicated optimization teams for scale.

These examples prove the point: success isn’t about tool count, it’s about fit, flow, and integration.

The Competitive Advantage of Integration

Companies with strategic AI stacks create barriers that their competitors can’t easily replicate. Data integration, consistent workflows, and continuous optimization compound value over time. The earlier you get your architecture right, the stronger your long-term advantage becomes.

And remember: the future of sales isn’t about humans versus AI. It’s about humans amplified by AI.

Immediate Action Items

  1. Inventory your current AI tools and map them to the five-layer framework.
  2. Identify missing layers and integration opportunities.
  3. Calculate the ROI of your current stack by measuring time saved, deals accelerated, and revenue uplift.
  4. Create a phased implementation plan using a 12-month roadmap.
  5. Establish data governance processes to protect the foundation of your stack.
  6. Pilot integrations before rolling them out team-wide.

If you want to go deeper into this topic, listen to Episode 7 of AI Tools for Sales Pros: Choosing the Right AI Stack for Your Sales Organization. You’ll find it on your favorite podcast player. Be sure to subscribe so you don’t miss the next episode: The AI Sales Process Map.

AI Isn’t Replacing Salespeople, It’s Giving Them a Competitive Edge

AI Isn’t Replacing Salespeople, It’s Giving Them a Competitive Edge

AI isn’t replacing salespeople, it’s making them more effective. The real risk isn’t losing your job to AI; it’s losing to a competitor who uses AI better than you do. Sales professionals who integrate AI into their workflow will outperform those who don’t. 

It’s not about technology taking over but about using technology to gain an edge. The market is becoming increasingly competitive, and the most efficient salespeople will emerge victorious.

Time is a salesperson’s most valuable asset. 

Every minute spent on administrative tasks is a minute not spent selling. AI helps reclaim those lost hours. Tools that automate writing, scheduling, and research allow salespeople to focus on what matters: building relationships and closing deals. If you’re not leveraging AI to increase productivity, you’re leaving opportunities on the table.

Sales emails need to be clear and professional. AI-powered writing assistants ensure your messages are polished and effective. A poorly written email can cost you a deal. AI tools catch grammatical mistakes, improve clarity, and even suggest more effective phrasing. This isn’t just about looking professional; it’s about being understood. 

If your message isn’t clear, it won’t convert.

Presentations are another time-consuming task. AI can generate professional decks in minutes. Instead of spending hours designing slides, salespeople can focus on developing effective strategies. AI-powered tools create branded, structured presentations based on simple inputs. This ensures consistency while saving time. Sales professionals who utilize AI for presentations can focus on delivering insights rather than formatting slides.

CRM systems are the backbone of sales operations. AI enhances CRM by automating data entry, tracking customer interactions, and suggesting next steps. Salespeople often struggle with keeping CRM data updated. AI reduces this friction by automatically capturing and organizing information. A well-maintained CRM leads to better forecasting and stronger customer relationships. 

If your CRM doesn’t have AI capabilities, it’s time to upgrade.

AI-driven insights enable sales managers to make more informed decisions, rather than relying on instinct. Managers can use AI to analyze performance trends, identify coaching opportunities, and predict revenue outcomes. AI doesn’t replace leadership; it enhances it. 

Sales managers who adopt AI can build stronger teams and achieve better results. Ignoring AI in sales management is a strategic mistake.

Lead generation is another area where AI adds value. AI-powered tools can analyze vast amounts of data to identify high-potential prospects. Instead of spending hours researching leads, salespeople can receive AI-generated recommendations. This allows for more targeted outreach and higher conversion rates. AI doesn’t just find leads, it finds the right leads.

Sales follow-up is often inconsistent. AI ensures follow-ups happen at the right time with the right message. Automated reminders and AI-generated responses keep deals moving forward. 

A well-timed follow-up can be the difference between closing a deal and losing it. AI helps salespeople stay on top of their pipeline without relying on memory.

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AI in B2B Sales Isn’t Optional Anymore

AI in B2B Sales Isn’t Optional Anymore

Several months ago, I was serving as a fractional VP of Sales for a $50 million manufacturing company. Their top salesperson was a 15-year veteran who knew the industry inside and out. Yet he was consistently being outsold by a competitor’s much newer hire. At first, it didn’t make sense until we discovered the reason.

The competitor’s rep wasn’t just more energetic or aggressive. They were AI-enabled. While my client’s rep was manually scrolling LinkedIn and drafting emails from scratch, the competitor’s rep was using AI tools to research prospects, craft personalized outreach, and prepare for meetings. In other words, the competitor had a partner working 24/7—freeing them to focus on what humans do best: building trust and closing deals.

That was the turning point. I realized we weren’t just competing against other salespeople anymore. We were competing against AI-enhanced sales teams.

The Most Urgent Technology Wave in Sales

Throughout my career, I’ve watched new technology waves disrupt the sales profession. Robotics transformed manufacturing in the 1980s. Solid modeling replaced drafting tables in the 1990s. Cloud computing reshaped IT in the 2000s.

Each time, early adopters gained the edge while laggards struggled to catch up. The AI wave is different for two reasons:

  1. It’s broader: touching every aspect of sales, from prospecting to forecasting.
  2. It’s faster: companies have months, not years, to adapt before the competitive gap becomes overwhelming.

AI in sales isn’t coming. It’s already here.

The Four Pillars of AI Sales Transformation

To make sense of AI’s role in sales, I use a framework I call the Four Pillars of AI Sales Transformation.

1. Efficiency Amplification

Salespeople lose hours each week on research, data entry, and administrative tasks. AI automates these repetitive activities, turning wasted time into revenue-generating capacity. If a rep with a $2 million quota spends 40% of their time on admin work, reclaiming even half of that time can translate into hundreds of thousands of dollars in additional revenue potential.

2. Personalization at Scale

Buyers expect relevance. AI enables sales teams to tailor outreach at a scale that was previously impossible. One client of mine went from producing 10 personalized emails per day to 500, each one referencing company news, industry pain points, or competitive dynamics. The result: higher engagement and faster response times.

3. Predictive Intelligence

AI spots patterns humans miss. It identifies which deals are at risk, when prospects are most likely to respond, and which leads are worth pursuing first. For one client, simply shifting demos to Tuesday afternoons increased conversion rates by 40%. When your competitors are guessing, AI gives you confidence.

4. Continuous Learning & Optimization

Unlike static playbooks, AI evolves. It analyzes win/loss data, tests messaging, and provides real-time coaching insights. One client discovered that pricing discussions were their biggest choke point. AI flagged the pattern, we built automated battlecards, and close rates improved by 18%.

Real-World Results

These aren’t theoretical benefits. In my own client work:

  • An AI-powered prospecting rollout increased appointment-setting rates from 8% to 23% in just six weeks.
  • A lost-deal analysis uncovered patterns that helped recover $2 million in the pipeline.

The reality is clear: companies already experimenting with AI are pulling ahead. Those who delay are watching the gap widen daily.

Three Things You Can Do This Month

If you’re ready to start, here are three immediate steps:

  1. Audit your workflow. Identify one repetitive task you can automate—prospect research, meeting prep, or follow-up emails.
  2. Pilot an AI tool. Start small with an affordable, no-code platform. Many cost less than $200/month.
  3. Learn with others. Don’t navigate this change alone. Surround yourself with peers who are experimenting, learning, and winning with AI.

Join the B2B Sales Lab

The best way to accelerate your adoption is to connect with others on the same journey. That’s why we built the B2B Sales Lab, a private, member-led community for sales professionals who want actionable insights, not theory. It’s where strategy meets execution.

In the Lab, you can:

  • Ask real questions about sales challenges.
  • Share proven best practices.
  • Learn from other sales professionals and veteran leaders.

Your first 90 days are free. Join us today at b2b-sales-lab.com.

The future of B2B sales isn’t about choosing between humans and AI. It’s about humans amplified by AI. Those who adapt now will thrive. Those who wait may not get the chance to catch up.

To learn more, listen to this podcast on the subject.

The Three Pillars of Sales Success: Ideal Client Profiles, Effective Messaging, and Aspirational Offers

The Three Pillars of Sales Success: Ideal Client Profiles, Effective Messaging, and Aspirational Offers

Let’s start this article with a rhetorical question to the sales professionals, sales managers, or CEOs: Have you ever found yourself guilty of sending messages to prospects without fully considering their specific needs or how your offer aligns with them?

If so, you’re not alone—this is a common pitfall in sales. The good news is, it’s entirely fixable by developing a straightforward, strategic approach.

An effective sales strategy hinges on three core components: defining your ideal client profile (ICP), crafting a resonant message, and presenting a compelling offer. These elements are interconnected. Mastering their alignment will significantly enhance your sales effectiveness.

Ideal Client Profile

Let’s start with the ideal client profile. How well do you know the companies you’re targeting? Identifying your ideal customer is foundational to your entire sales approach. It’s not enough to say that your market is “small businesses” or “tech companies.” Instead, think about your best clients—the ones you genuinely enjoy working with, who value your product, and who generate profitable, sustainable business. Think about companies that rarely devalue your product or service by asking for a discount. What do these clients have in common?

Now that you have your favorite customers from above, reflect on your top five or ten accounts. Are they in the same industry? Do they share similar challenges or company structures? Perhaps they all have common goals that your product consistently solves. Pinpoint these commonalities. This process will help you create a precise and actionable ideal client profile.

But don’t stop at company-level characteristics. Remember, even in B2B sales, you’re ultimately selling to individuals. Identify the specific roles or buyers within these organizations that are responsible for making buying decisions. Who are these decision-makers? What motivates them personally and professionally? Do they all have the same kind of college education? Do they all have similar career paths? Understanding the people behind the logo makes your outreach more personal, targeted, and effective.

What is your message?

Once you’ve developed a clear picture of your ideal client and the people within those companies, the next step is crafting a message that reflects your value-selling message. This message is how you communicate your value proposition—it’s the bridge between your product and your prospect’s needs. Too often, sales messaging falls flat because it focuses heavily on the seller rather than the buyer. Statements that emphasize “we,” “I,” or “our product” rarely resonate deeply. Instead, effective messaging highlights the customer’s perspective, clearly communicating the benefits they will experience.

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Two Tall Guys Talking Sales – Fixing the Funnel – Building a Sales Pipeline That Actually Works – E130

Two Tall Guys Talking Sales – Fixing the Funnel – Building a Sales Pipeline That Actually Works – E130

Welcome back to Two Tall Guys Talking Sales with hosts Kevin Lawson and Sean O’Shaughnessey. In this episode, the tall guys dive deep into one of the most critical yet commonly broken elements in any sales organization: the sales funnel. Whether you’re stuck with a clunky three-stage process that tells you nothing or overwhelmed with 35 micro-stages that only confuse your reps, Sean and Kevin offer a practical guide to rethinking and rebuilding your pipeline strategy. Packed with metaphors (yes, even superhero ones) and sharp analysis, this episode will leave you inspired to take a hard look at your funnel—and finally fix it.


Key Topics Discussed

  • Why Most Sales Funnels Are Broken (00:00:45)
    Sean unpacks the common pitfalls in how companies define and manage their sales stages, including oversimplified or overly complex CRM setups.
  • Defining Sales Stages Based on the Buyer Journey (00:04:30)
    Kevin emphasizes the need to align your sales stages with how buyers actually buy—not how your company wants to sell.
  • How Many Sales Stages Are Too Many? (00:05:00)
    The guys explore the delicate balance between not enough insight and too much complexity in stage design.
  • The Case for Multiple Pipelines (00:08:00)
    When does it make sense to separate budgetary planning pipelines from active sales discussions? Kevin and Sean explain.
  • What a Healthy Funnel Actually Looks Like (00:10:45)
    Sean introduces a visual and mathematical approach to evaluating whether your funnel is properly shaped—and what to do if it’s not.


Key Quotes

“The Avengers became a team, not just Iron Man. You need to have a team. Even superhero salespeople like to have support.”
— Sean O’Shaughnessey (00:02:50)

“Fixing the funnel starts visually. Does it fit well on one sheet of paper? If not, you’ve already lost the battle for clarity.”
— Kevin Lawson (00:04:45)

“Stages should be built to qualify someone into the next step—not just to log an activity. Every transition should represent progress, not busyness.”
— Kevin Lawson (00:06:15)

“If your pipeline doesn’t look like a funnel, then you’re either wasting time or losing deals. Probably both.”
— Sean O’Shaughnessey (00:12:20)

Additional Resources Referenced

A Significant Actionable Item from this Podcast

Audit Your Sales Funnel for Shape and Stage Effectiveness
Pull a report from your CRM and visualize your current pipeline by number of deals and total revenue per stage. Does it actually look like a funnel? If it doesn’t, dig deeper. Are your stages aligned with your buyer’s journey? Are reps stuck in certain stages too long? This snapshot identifies gaps and opportunities for stage redefinition or activity refinement.

Summary

Whether managing a sales team or closing deals yourself, this episode of Two Tall Guys Talking Sales gives you the blueprint to diagnose and repair a misaligned funnel. Sean and Kevin combine humor, hard truths, and highly actionable insights to help you bring structure and sanity back to your sales process. If you’re ready to create a pipeline that reflects how buyers buy—and helps your team win more deals—this episode is a must-listen.

🎧 Listen now and take the first step in fixing your funnel for good.

Two Tall Guys Talking Sales – Prepping for Q2 – Getting Ahead, Catching Up, and Staying on Track – E129

Two Tall Guys Talking Sales – Prepping for Q2 – Getting Ahead, Catching Up, and Staying on Track – E129

As the first quarter comes to a close, sales leaders and professionals must assess their performance and gear up for the challenges and opportunities ahead in Q2. In this episode of Two Tall Guys Talking Sales, Kevin Lawson and Sean O’Shaughnessey break down the essential strategies for those ahead of the plan and those struggling to catch up. From refining your sales process to maximizing customer relationships, this discussion has insights to help you dominate your numbers in the coming months.

Key Topics Discussed:

  • The Reality of Q1 Performance and the Need for Urgency (00:00:31)
    • Why waiting until Q2 to fix Q1 is too late, and how to position yourself for success early in the year.
  • Strategies for Those Ahead of Plan (00:01:00)
    • How to maintain momentum, close key deals, and ensure a strong Q4 while staying ahead of quota.
  • Critical Steps for Those Behind on Quota (00:04:01)
    • Conducting a win-loss analysis, diagnosing deal flow issues, and fine-tuning lead generation strategies.
  • The Importance of CRM Usage and Sales Efficiency (00:06:35)
    • How sales leaders and reps can maximize their CRM to drive efficiency and uncover missed opportunities.
  • Pricing Strategies and Customer Engagement (00:09:13)
    • Why now is the time to strengthen relationships with your top customers and confidently raise prices to improve margins?

Key Quotes:

  • Sean O’Shaughnessey (00:01:32): “You have a chance at greatness if you are even or ahead at the end of Q1. Now’s the time to double down and make sure you close deals that will set you up for an incredible year.”
  • Kevin Lawson (00:05:00): “Everyone has a leads problem. Either you don’t have enough, they’re not the right fit, or you’re not communicating your value effectively. That’s where the real focus should be.”
  • Sean O’Shaughnessey (00:11:00): “Your best customers likely don’t know you as well as you think. Strengthening those relationships can open up new revenue streams and prevent you from falling behind.”

A Significant Actionable Item from this Podcast:

Perform a rapid win-loss analysis on your Q1 deals. If you’re ahead, identify the behaviors and strategies that got you there and double down. If you’re behind, determine whether the issue is a lack of quality leads, poor messaging, or weak follow-through. Adjust your sales approach immediately so you can enter Q2 with a clear plan to recover lost ground.

Summary:

Whether you’re ahead of plan, right on track, or scrambling to catch up, the strategies discussed in this episode will help you refine your sales process and make Q2 a success. Sean and Kevin share actionable insights on deal flow, CRM optimization, pricing strategies, and customer engagement that will set you up for a strong year. Don’t let another quarter slip away—tune in now to get ahead, stay ahead, and finish the year on top!

To understand if your company is doing a great job in sales, take this quick and easy assessment: https://newsales.expert/b2b-sales-capability-assessment/

Driving Sales Performance with Strategic Competitive Analysis

Driving Sales Performance with Strategic Competitive Analysis

Ever wonder why some sales teams consistently outperform their competitors while others struggle to close deals? The answer often lies in how well they understand and leverage competitive analysis in their sales process.

Let’s talk about competitive analysis in sales. It’s not just about knowing your competition – it’s about understanding how to use that knowledge to drive results. You need to grasp why prospects choose specific solutions over others and, more importantly, why they sometimes choose to do nothing at all.

Have you considered how many deals you’ve lost not to competitors but to indecision? These “no decision” outcomes often stem from a fundamental gap in prospect qualification. Intelligent sales professionals dig deeper, asking targeted questions about organizational priorities, resource allocation, and strategic initiatives. They understand that timing can be just as crucial as the solution itself.

The modern sales landscape demands a sophisticated approach to competitive analysis. Your success hinges on aligning your organization’s strengths with your prospect’s needs. But here’s the real question: Do you truly understand what your ideal client values most?

Many sales professionals miss the mark by focusing solely on feature comparisons. While product capabilities matter, they’re just one piece of the puzzle. The real power lies in understanding how your solution addresses your prospect’s challenges. This requires a comprehensive view of your competitive landscape, including direct and indirect competitors.

Think about your last few lost deals. What patterns emerge when you analyze the feedback? Every objection and hesitation after presenting pricing are valuable data points that should shape your competitive strategy. Your sales conversations must reflect a deep understanding of your prospect’s value metrics.

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Turning Competition into Opportunity: A Guide for Success in Sales

Turning Competition into Opportunity: A Guide for Success in Sales

Competition in B2B sales isn’t your enemy. It’s your greatest catalyst for growth and innovation in today’s dynamic market landscape. Have you considered how viewing competitors as opportunities rather than threats could transform your sales approach? Let me show you why this mindset shift matters for your bottom line.

Think beyond the obvious when identifying your competition. Your real rivals aren’t just companies selling similar products or services. They’re anyone competing for your prospect’s budget allocation. This includes businesses offering solutions with capabilities or price points different from yours and other priorities within the prospect. The competitive landscape extends far beyond your direct market segment.

The most formidable opponent often lurks in the shadows of customer inertia. This “no-decision” competitor manifests as your prospect’s resistance to change. It’s the comfort zone that whispers, “Maybe later,” or “What we have works fine.” Understanding this psychological barrier is crucial for your sales strategy.

You need a systematic approach to analyzing and outmaneuvering your competition. Start with an honest assessment of your position in the market. What unique value do you bring to your customers? Where do you consistently outperform others? This self-awareness forms the foundation of your competitive strategy.

Know your competition inside and out. Study their strengths, weaknesses, market positioning, and customer relationships. Your competitive analysis must go deeper than surface-level observations. Map out how their strengths align with your weaknesses. This intelligence helps you craft more compelling value propositions and sales approaches.

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From Chaos to Order: Improve Your Sales Productivity with Effective Pipeline Management

From Chaos to Order: Improve Your Sales Productivity with Effective Pipeline Management

Sales is a complex and intricate world, a jigsaw puzzle where each piece must fit perfectly to create a successful picture. This is especially true when it comes to managing sales, whether you’re a salesperson, a sales manager hoping to enhance your leadership skills, or a CEO in the trenches of a small company. Understanding the challenges and nuances of the sales process is crucial to increasing revenue and productivity.

Imagine you’re in a room full of sports equipment scattered everywhere, from basketball shoes to cheerleading pom-poms. It’s a total mess, and you can barely see the floor. This is a perfect metaphor for what a disorganized sales pipeline can look like. It’s messy chaotic, and there’s always something that doesn’t quite smell right. 

The sales pipeline is vital for tracking and managing sales prospects from the initial contact to the deal’s closing. It visually represents where potential customers are in the sales process. However, if not properly managed, the pipeline can become a mess. 

A common issue is when a deal gets pushed from one month to the next. The sales rep simply changes the closing date, making it seem like procrastination has become a part of the process. This can be due to various reasons, such as a lack of commitment from the customer, the sales rep not understanding the customer’s needs, or simply a lack of follow-up. To avoid this, it’s essential to go back to basics. Understand where the customer is in their evaluation and buying process. Are they genuinely interested in buying or just exploring the idea? It’s perfectly fine for a customer to be in the exploratory stage, but that doesn’t mean they’re ready to buy. These customers should be considered early-stage prospects and not be rushed into buying. 

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Designing Sales Compensation Plans That Drive Performance

Designing Sales Compensation Plans That Drive Performance

The success of any sales-driven organization in the business-to-business (B2B) space hinges on the sales team’s compensation plan. Over my four decades in B2B sales, I’ve observed that nothing influences the performance of sales personnel more directly than the design and implementation of their compensation plans. Compensation is not merely about rewarding sales achievements but crafting a strategy aligning individual salespeople’s goals with the company’s broader objectives.

A well-structured compensation plan acts as both a motivator and a guide. It compels sales teams not only to meet but exceed their targets, fostering an environment where continuous improvement is not just encouraged but becomes a natural byproduct of the system. For small business CEOs, understanding this dynamic is critical for sustaining and driving growth. Sales compensation is more than just a cost; it’s an investment in the company’s future.

In any sales environment, whether the market is brimming with potential or tightly contested, the compensation plan must be a living document that evolves in response to market conditions, company goals, and team performance. With this adaptability, companies can avoid stagnation or regression in their market positions. As businesses strive to scale and adapt, constructing a compensation plan that genuinely drives the right behaviors becomes all the more pertinent.

To delve deeper into this vital subject, CEOs should consider the immediate impacts of their compensation strategies and their long-term implications on sales culture and employee retention. For those ready to explore the intricacies of effective sales compensation and ensure their strategies are well-suited to their specific business contexts, I am here to lend my expertise. With extensive experience tailoring compensation plans to enhance sales productivity and company profitability, I invite you to reach out for further guidance on crafting a plan that meets and exceeds your strategic goals. You can set a time to talk to me using my link above Book Appointment With Sean.

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