MQLs: Are They Leading Us On, with Alex Pappas and Anna Tsymbalist

May 14, 2025 · 47:51 · Podcast
Alex Pappas Senior ABM Manager · Venofi
Anna Tsymbalist Head of ABM · Influ2

Key takeaways

MQLs persist because they are easy to measure and report to the board, but the predictability is an illusion — under pressure, teams lower scoring thresholds to hit volume goals, flooding sales with leads they immediately disqualify.
A content syndication push exceeded an MQL goal by roughly 300%, but sales spent two months working through and disqualifying the low-quality leads — proof that MQL volume from a new source says nothing about quality.
Showing interest is not the same as showing intent: cluster intent keywords around use cases aligned to your solutions, so you can surface accounts that are in market and infer what they are trying to solve and who cares about it.
When Venofi overhauled its MQA criteria, it overcorrected and shrank volume to about 12% of previous levels; the fix was adjusting engagement minutes and intent time windows with a consistent sales feedback loop.
Over-focusing on one highly engaged lead is dangerous — Alex's team lost an enterprise energy deal after halting broader prospecting while a competitor penetrated the same account at the VP level.

Chapters

Intro
Why marketers love MQLs so much
Why MQLs don't fit the B2B decision-making process
Intent over interest
Alternatives to MQLs
Incentivizing the right behavior
What to do without enough in-market accounts
Lessons learned
Wrapping up

Q&A

Why did marketers end up so attached to the MQL model?

MQLs are easy to measure, easy to report to CEOs and boards, and give a seductive promise of quick wins and predictability — but they rarely translate into revenue, and most teams end up manipulating scoring models to hit volume goals.Alex Pappas

How do you set up intent and engagement capturing so it actually works?

Alex clusters intent keywords around use cases aligned to his company's solutions rather than brand or category terms. This surfaces accounts that are genuinely in market, reveals what they are trying to solve, and points sales to the department or persona likely driving the research — shifting conversations to the buyer's problem instead of the product.Alex Pappas

What can replace MQLs as something measurable?

Start with a fresh view of which accounts are in market, then change reporting: track account-level leading indicators like time on site, new and returning accounts, trending intent, and lower-funnel metrics like opportunities and contact counts from in-market accounts — not campaign lead volume.Alex Pappas

What does incentivizing the right behavior mean in practice?

People mistake activity for productivity. Align with SDR and revenue leadership on spiffs for the right actions — such as opportunities with multiple contacts attached or converting MQAs — instead of rewarding task volume, which just leads reps to flood accounts indiscriminately.Alex Pappas

What do you do when in-market accounts alone can't cover your quota?

At Venofi the team initially overcorrected MQA criteria, shrinking volume to about 12% of previous levels. They rebalanced by adjusting engagement-minute thresholds and intent time windows, maintained a feedback loop with sales, and validated that the resulting accounts produced more productive conversations with the right personas.Alex Pappas

Have you ever been led on by an MQL?

A top AE built a strong relationship with a highly engaged mid-senior IT manager at an enterprise energy company and stopped prospecting wider into the account. A competitor was working the account at VP level, the promised introductions never came, and the deal was lost — a lesson in multi-threading.Alex Pappas

Quotes

An account being in market is more valuable than a bunch of MQLs coming in from accounts that aren't in market.Alex Pappas
People like to set up intent very generically to show interest, but showing interest is not the same thing as showing intent.Alex Pappas
People can mistake activity with productivity. If we're doing a lot of things all at once and we look busy, people think that we're going to be successful.Alex Pappas
MQLs are easy to report on, but they're also very misleading. And so find a way to take it a step deeper.Alex Pappas
Even a great lead, no matter how engaged they are, can lead you on. And you have to be very careful with being too myopic on one lead, no matter how great they seem.Alex Pappas
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