Episode Overview

Podcast: Always Be Testing
Episode: #118 “Why Most Marketing Teams Miss 95% of Real Buyers”
Host: Tye DeGrange
Guest: Doug Bell (Fractional CMO, Go-to-Market Strategist, Co-host of Cannonball GTM, Top 40 Substack Co-author)
Date: March 3, 2026

In this dynamic and insight-packed episode, Tye DeGrange sits down with Doug Bell to explore why so many B2B SaaS marketing teams only compete for a small fraction of their true market—and how data, AI, and new sales approaches can unlock the “hidden buyers” that represent the real growth opportunity. Bell draws on his varied experience as a CMO, marketer, and thought leader to unpack actionable diagnostics, best practices for AI-driven outreach, and how marketers must evolve in the era of LLMs, chatbots, and rapidly changing user behaviors.

Key Discussion Points & Insights

1. Growth Stories: Tapping the Untapped

(03:18 – 06:17)

• Doug shares growth stories from Automation Anywhere, Searchmetrics, and LeanData.
  • Automation Anywhere: Growth was unlocked by solving an “untapped” problem—the limit of labor arbitrage for business process outsourcing. “We tapped into these huge companies running out of runway for labor arbitrage... we can actually make the people that you're using to deliver these services more efficient. And that worked wonderfully once we tapped into it.” (05:00, Doug)
  • Searchmetrics: Success came from focusing on “how to generate content that would rank,” offering a concrete solution instead of just promoting the platform.
  • LeanData: Realized growth by orchestrating “total bottom of funnel” processes, not simply lead management.
• Luck or Process? Doug emphasizes the role of luck but seeks to “change that luck paradigm” by isolating repeatable processes that help create a beneficial pipeline.

2. The “Messy Middle” in B2B Lead Management

(07:44 – 10:10)

• The “messy middle” is the gap between traditional inbound tactics and a more proactive, expert-led outreach.
  • Difference between inbound (“order taking”) and outbound (identifying and activating interest before buyers know they need you).
  • Need for a shift from SDR-driven scripts to “business expert” conversations.
  • Success in this area requires new seller tactics, backed up by real expertise, not just process efficiency.
• “When you start a conversation with somebody who didn't know you existed and has a pain... that's a very different middle.” (08:38, Doug)
• AI is making proactive engagement more manageable: “Outbound is easier to do and better to show up with value because of AI.” (10:10, Doug)

3. Diagnostics—How to Actually Measure Pipeline Success

(11:22 – 16:50)

• Sales Velocity Time is Doug’s key metric:
  • Formula: (Deal Size * Number of Opportunities * Win Rate) ÷ Sales Cycle Length
  • Cuts through “BS and silos” by focusing on shared, bottom-of-funnel performance.
• Inbound Benchmarks:
  • 1–2% meeting booked rate on unique users is the minimum; 4% is “best in class.”
• Outbound Benchmarks:
  • 0.05% meeting booked rate = baseline for competent SDRs.
  • 1% is a “20x” improvement, signaling true targeting of hidden, in-need buyers.
• Use these metrics to diagnose which parts of your funnel are broken: “If you need to be processing $20,000 a day in pipeline... and you’re producing $15K, that’s where I always start.” (11:53, Doug)

4. Zombie CMOs vs. Revenue Growth Engineers

(17:28 – 21:48)

• Bell’s viral "Zombie CMO" framework:
  • Most CMOs (especially in SaaS) are just chasing the 5% of the market that's actively shopping—a crowded red ocean.
  • Gartner: “5% of TAM is looking for a solution at any given point in time; 15% have a problem you can solve, but aren’t looking yet.”
  • True marketers go after the 15%—the “hidden problem” segment, not the obvious one everyone else is fighting for.
  • AI makes it possible to find and engage this segment, but too many CMOs are stuck in old content and SEO playbooks:

    “The playbook became less and less relevant. We were all fighting over the 5%... diminishing returns has been reached.” (17:58, Doug)

  • The key to “unzombifying” is using publicly available data and new signals, not just first-party site data.

5. AI “Eating” Websites: The Future of B2B Content & User Behavior

(21:48 – 27:54)

• LLMs are increasingly the “main customer” for your website, not humans.
  • Direct searches and AI research now outpace organic search hits for many B2B sites.
  • The typical customer uses ChatGPT, Claude, or Gemini for research—“a superior user experience” over websites.
  • B2B sites will shrink in public-facing pages and grow in structured backend content for AI ingestion (schemas, listicles less relevant, focus on what LLMs index).
  • The future: “It’s going to be chatbot-to-chatbot, agent-to-agent communication.” (25:28, Tye & Doug collectively)
  • User anonymity and a desire to avoid tracking accelerates this trend.
  • Doug admits he underestimated how long this transition would take—and urges that even the “innovator” crowd is still far ahead of broader market adoption.

6. Actionable Use Cases: Going from AI Theory to Results

(30:23 – 36:26)

• Don’t just amplify existing playbooks with AI.
  • Most teams use AI for “more content, better targeting”—but this just worthlessly amplifies noise.
  • Key advice:

    “Don’t deploy AI to amplify your existing playbooks. Please, please... You’re just chasing the bottom of the funnel and everybody else is doing the same thing.” (31:33, Doug)

• Instead, use AI (and new tools like Claude Code) to find active pain signals in the market:
  • Example 1: Architecture SaaS—scraped public licensing data to spot firms hiring multiple architects, indicating a need for new project management tools. Meeting rate increased 24x.
  • Example 2: Construction equipment SaaS—used public DOT data to flag under-utilized fleets, signaling pain and improving outreach relevance.
• Practicality: These workflows are now so accessible that “dummies like me can code this stuff.”

7. The Era of Agents and Code-Enabled Marketers

(36:26 – 38:31)

• Claude Code and agentic workflows are now the core of Doug’s approach and Substack content.
• Marketers can now build or instruct AIs to build tools that spot intent data in the wild and automate outreach.

Notable Quotes & Memorable Moments

“Start with just getting to people have a problem.” (34:51, Doug)

“Imagine if you could just go and tell Claude, ‘Hey, will you produce an application that measures who's in pain in Texas because their equipment utilization rate dropped below 60%?’ And every time an account does that, send a message to an SDR to call them.” (37:11, Doug)

“We have become very efficient as marketers with inbound... but outbound is easier to do and better to show up with value because of AI.” (10:10, Doug)

“Stop thinking about your first-party data... it is not the data that helps me get to the 15%.” (19:40, Doug)

“I want you to take your [ICP], burn that thing and bury the ashes... because an ideal customer profile is about what’s good for your brand, not your customers’ signals.” (31:52, Doug)

Important Timestamps

• 03:18 – Growth stories and tapping into hidden business problems
• 07:44 – Lead management: Understanding the “messy middle”
• 11:22 – Diagnosing funnel health with sales velocity & conversion benchmarks
• 17:28 – Defining and overcoming “Zombie CMO” syndrome; chasing the hidden 15%
• 21:48 – How AI and LLMs are changing B2B websites and research behavior
• 31:33 – What not to do with AI; why old playbooks don’t work
• 34:51 – Real-world use cases: Licensing data & equipment utilization
• 37:11 – Building agentic workflows: Claude Code, automation, and future of GTM

Resources & Further Reading

• Doug Bell’s Top 40 Substack: Cannonball Go To Market
  • “Start here” article recommended for beginners.
• Book Recommendation:
  • “10x is Easier Than 2x” by Dr. Benjamin Hardy
• Live Stream: Cannonball Go To Market (weekly)

Fun & Human Moments

• Doug’s “Brad Pitt lookalike” joke fell flat in Berlin (01:18)
• Rodeo kayaking! Doug was, for nine months, “the lowest paid professional athlete in the history of sports” (40:12).
  • “Couch surfed for nine months before I left corporate M&A to go live on people’s couches and eat peanut butter and ramen.” (40:20, Doug)

Closing Thoughts

Doug Bell offers not just a playbook for scaling B2B SaaS, but a challenge: abandon the “Zombie CMO” mindset, leverage AI for discovery (not just amplification), and act on publicly available, real-world data to surface the 15% of buyers no one else sees. He stresses boldness, experimentation, and the courage to leave behind familiar tactics in favor of a “revenue growth engineer” approach—one unafraid to burn the old ICP and harness AI’s real power.

For marketers looking to stay ahead as LLMs disrupt every playbook and pipeline expectations grow, this episode is a must-listen—and an invitation to experiment with new approaches today.