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Mind the Gap: Why So Many Leads Die Between MQL and SQL

  • Rinita Datta
  • December 2, 2025
  • B2B, Demand Generation, Podcast

In Episode 5 of Misadventures in Marketing, hosts Peter Farago and Steve Haney dive into one of B2B’s most expensive problems: leads falling into the widening gap between MQL and SQL. This is more than a conversion challenge—it’s an operational, cultural, and alignment challenge.

This episode goes deeper than the usual brand vs. demand debate. Steve and Peter look at why modern marketing leaders must balance long-term brand investments with short-term revenue motions—and how that balance can collapse completely without strong sales partnership.

Brand vs. Demand Isn’t the Real Tug-of-War

Steve opens with a metaphor marketers understand well: long-term brand work is like compounding interest. The earlier you invest, the more exponential the payoff. Peter adds that when marketing over-rotates on short-term demand, it breaks the system—because you can’t build scale on quarter-by-quarter tactics. Ignore brand, and you ignore tomorrow’s pipeline. Ignore demand, and you’ll miss this quarter’s.

The episode makes the case that healthy revenue organizations operate both engines simultaneously:

  • Brand builds trust and makes selling easier.
  • Demand activates buyers now.
  • Alignment prevents both from becoming siloed and ineffective.

Why Leads Stall—and What “Good” Looks Like

Peter and Steve explain that MQLs often fail to progress because both teams are working from misaligned assumptions. Sales may reject leads due to unclear intent or poor fit, while Marketing may overestimate engagement signals and pass prospects along too early. Leads frequently sit untouched in CRM queues, SDRs are incentivized on volume instead of quality, and buyers are inundated with generic outbound that does nothing to advance their interest. Compounding all of this is the lack of shared definitions across the funnel, leaving teams unsure of what truly qualifies a lead to move forward.

They point to the finding that 71% of B2B buyers prefer to self-educate before ever speaking with sales, meaning most qualification cues surface long before a rep reaches out. Without a unified understanding of ICP, behavioral signals, and timing, Marketing and Sales end up interpreting buyer readiness differently—creating inconsistent handoffs and wildly mismatched expectations.

Lead Scoring Isn’t a Weekend Project

Lead scoring is often treated like a rules checklist. In reality, as Peter and Steve both see in the field, it’s an evolving system that requires:

  • Shared ownership between marketing and sales
  • Alignment on fit + intent
  • Iteration based on real conversations, not assumptions

Steve points out that AI will fundamentally change this model. Instead of rules-based scoring, AI will evaluate millions of micro-signals—content consumption patterns, community posts, event behavior, product usage, competitive searches—and identify when a buyer is ready.

McKinsey’s research shows AI-assisted prospecting can increase sales productivity by up to 20%. That’s not because AI replaces reps—it’s because it removes the guesswork.

Peter and Steve emphasize that AI has become the crucial connective tissue between brand-building and demand capture. Far beyond automating outreach, AI strengthens every decision point across the funnel—identifying buying intent earlier, enriching data in real time, predicting the next-best action for SDRs, personalizing follow-up at scale, and maintaining context across every touchpoint. These capabilities allow teams to spot ready buyers sooner and engage them more precisely, dramatically increasing pipeline momentum.

Automation Helps, but Alignment Does the Heavy Lifting

One of the strongest sections of the episode examines alignment. Marketing must drive it—especially in early-stage or scrappy environments where sales teams are operating in survival mode.

Alignment means creating shared visibility, shared accountability, and a shared understanding of what “good” looks like at every stage of the funnel. It requires joint dashboards that both teams use to evaluate performance, clearly defined funnel stages that everyone interprets the same way, and unified conversion metrics that reflect collective—not siloed—success. It also depends on a common definition of MQL → SAL → SQL so that no one is surprised by what gets handed off, coupled with SLAs that set realistic expectations for response times and follow-through. Most importantly, alignment thrives when feedback flows continuously between what sales learns in live conversations and what marketing builds into its narratives, campaigns, and scoring models.

Steve emphasizes that shared incentives unite teams faster than shared documentation. When marketing and sales benefit from the same revenue outcomes, the gap narrows dramatically.

Key Takeaways

Ultimately, stalled leads aren’t a signal of poor demand—they’re a signal of poor coordination. Most leads don’t fail because they’re unqualified; they fail because they’re under-nurtured, mishandled, or never touched at all. Preventing this requires marketing to proactively drive alignment, ensuring both teams share clear definitions, expectations, and accountability. Lead scoring only works when it’s co-created and continuously improved, and AI will increasingly expose whether teams have the operational rigor to support faster buyer journeys. Brand and demand must operate as one coherent system, not competing priorities, and shared incentives remain the strongest mechanism for unifying go-to-market efforts. When teams align around these principles, pipeline velocity increases, handoffs improve, and revenue becomes more predictable.

For anyone responsible for pipeline performance in 2025, this is essential listening.

🎧 Tune in now to Season 2, Episode 5: Mind the Gap!

👉 Listen to the podcast on Spotify and Apple Podcasts.

📚 Check out summaries from other episodes:

  • GTM Strategy in the AI Era: Plan, Punch, Pivot
  • Funnel Hacked: What Happens When AI Eats the Buyer Journey
  • Will the AI Remember You? Markeitng in the Age of GenAI

Misadventures in Marketing is a weekly podcast by the AMA San Francisco chapter. Veteran Silicon Valley marketing execs Peter Farago and Steve Haney explore the messy, rewarding, and occasionally absurd world of high-tech marketing — especially in early-stage startups. Each episode covers real-world challenges, trends, and lessons from the front lines.

About The Author

Rinita Datta is Director of Product Marketing at Splunk (a Cisco company), where she drives product-led growth, developer marketing and community engagement. With a background spanning financial services and technology industries, she has led product strategy, engineered full-stack solutions, built teams, and launched novel programs that enhance customer experiences. She holds an MBA from the University of Texas at Austin and a Bachelor’s in Electronics Engineering from VNIT, India. Outside work, she’s a rescue dog mom to an adorable Jindo named Chilli, loves mentoring budding marketers and is a huge Marvel nerd.

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