Your Marketing Engine Probably Needs a Mid-Year Tune-Up

I'm bringing my SUV in next week. I drive over 30,000 miles a year-140 miles a day round-trip from the NH beach to Boston and a weekly trip to VT in the winter adds up, and as much as I'd rather skip the time and expense for this particular checkup, I know better. I must admit that I just might exceed the speed limit on 95 just a bit, but that's the car's fault since he tells me that he likes to run free and lets me know by its very quiet ride that "speed is just a number which is why they invented radar detectors".

An engine that runs that hard needs a consistent check-up. Not because something feels wrong; simply because peak performance doesn't maintain itself.

Your marketing operation is no different.

We're nearly six months into 2026. If you haven't looked hard at your marketing metrics recently, now's exactly the right moment. Not to admire what's working, but to find out what's quietly leaking performance before it costs you your revenue numbers for the second half of the year. 

Here's where I'd focus your own diagnostic:  

 

Start With the Engine: The Revenue-Connected Metrics

Everything else in Marketing is noise if it doesn't connect to revenue. In our sales and marketing work with customers, we work hard at making the complex simple, and in that definition, Marketing has only one job, and that's to produce highly valuable leads that produce that sales revenue at the price points that we all agreed to. To make that statement more emphatic, no CEO or board member is asking how many impressions you generated. That person is asking just three questions regarding Marketing: 

1. Are we producing the right leads?
2. Are those leads closing in right timeframe?
3. At what cost?

Customer Acquisition Cost (CAC) remains the foundational metric, but we need to measure it the right way. This is an important nuance that that we work on with our customers and it's what I teach my students every semester as they work through their marketing team projects.  Make sure that you split CAC between marketing expense spend (programs, tools, paid media) and marketing people (fully-loaded compensation). My experience is that many companies only measure one or the other and fool themselves on the true cost...or worse, they look at the total CAC including the Sales expense.  While that's an interesting high-level comparative indicator, it's meaningless in terms of the critical marketing metrics of what's healthy and what isn't.

Last year and more and much more in 2026, we're seeing AI-powered tools compressing the expense spend side of CAC significantly especially in automated content generation, campaign optimization, and predictive targeting. If your CAC isn't reflecting those efficiencies yet, you need to be much more deliberate and detailed in splitting your specific assessments of your marketing health...which comes back to detailed CAC. 

Marketing-Sourced Pipeline ($) is a critical primary this year. If you're still leading management discussions with your boss and peers only with MQL volume, it's really not that important.  You need to be much more detailed with the actual dollars of qualified pipeline that marketing created or heavily (>50%) influenced.  In our own case, using Claude linked directly into our Hubspot platform, we now measure the exact definition of when, where, and by whom that lead was created as the lead is exactly tracked from MQL to SQL through Discovery to a BUC ("Business Use Case"-our own definition of "proposal") to a closed deal.

The Transmission: Quality and Velocity

A high-performance car doesn't help you if the power isn't transferring efficiently to the road.

Cost Per MQL tells you how efficiently you're converting marketing activity into qualified interest. Create your own tracking breadcrumbs here by using AI-assisted content and personalization at scale. Very quickly, you'll see meaningful reductions in your cost per MQL, because you will be reaching the right buyers earlier in your marketing funnel with more relevant messaging.

MQL-to-SQL Conversion Rate is your quality check. A 15% conversion rate on tight, well-qualified MQLs is worth far more than 40% on a sloppy, high-volume list. If this number isn't meeting your plan, it's usually a signal of a misalignment between what marketing is calling "qualified" and what your sales team actually experiences. That could be as simple a fix as a redefined SLA between the heads of Sales and Marketing for the 2nd half of the year, or it could be something much more complex. Fix the definition first before taking apart the engine.

Funnel Velocity is the time it takes measured in days to move a defined lead in our own funnel acronym of A.C.E from Awareness to Consideration to Engagement to an MQL. This is where we see AI having its most dramatic impact this year. AI-infused nurture sequences, dynamic content personalization and real-time signal detection are compressing timelines that used to take months into weeks.

A simple conceptual thought you might want to think about a bit in this very busy week: If your marketing funnel
velocity hasn't improved this year, my guess is that you're not yet using AI as an integral part of your engine, but just as an accessory or a decoration.


AI Is the Fuel System, Not an Add-On

I want to be direct about how to think about AI in the context of these metrics. AI in 2026 isn't a tactic you deploy for certain campaigns. It's the operating system powering your engine. Let's go back to my SUV analogy.  AI should be thought of as the entire power train of your car.  If that doesn't work for you, think of AI as the electricity in your recently remodeled house. It runs your targeting, your content, your lead scoring, your attribution modeling, your nurture sequences and both your inbound and outbound prospecting.

That's the tune-up. Not replacing what you have. Measuring it honestly, finding the leaks, and heading into the second half of 2026 with a machine running at peak condition.  T

To bring this down to reality, I spent 3 hours Saturday morning talking to Claude as we diagnosed and cleaned up our Hubspot database health simply to better assess the impact of this and future blogs 


The Bottom Line

Six months in, there's still plenty of time to dramatically change your Marketing for this year!  

-Measure your CAC.
-Measure your pipeline contribution in dollars.
-Check your funnel velocity.
-Run an AI diagnostic 

Have a superb week Marketing & Selling!  Give me a call if you want to kick around a few ideas.


Jack is Managing Partner of Derby Management, a strategy consulting firm, and is the founder of the Derby Entrepreneurship Center at Tufts University, where he has been teaching for 20 years ago. Every semester's content is significantly updated with a heavy emphasis in 2025 and 2026 in AI's use in Inbound Marketing. At Derby Management, Jack and his managers architect and build business strategies heavily focused on sales and marketing processes, tools and tech platforms. 
 

"Writing the Winning Marketing Plan"
"Writing the Winning Sales Plan"
"Writing the Winning Business Plan"
www.derbymanagement.com
Derby Entrepreneurship Center at Tufts.

For those parents who have graduating students, you may want to send them this:
"The Marketing of Me"

 

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Tags: HubSpot Tips, Making Tough Choices, Derby Entrepreneurship Center at Tufts, 2026 Sales Planning, 2026 Business Planning, 2026 Marketing Planning

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Today, we're speeding down the highway with only 3 more days left in the Q to do everything that we can to get to the finish line.  For those of you who are ahead in the laps, congratulations!  Max out your time making sure that you still have gas in the tank to jump start Q2.  For those of you who are behind where you need to be, there's still time enough time left to push on the accelerator.

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Tags: Sales Best Practices, Sales Management Best Practices, Teaching at Tufts University, Derby Entrepreneurship Center at Tufts, 2026 Sales Planning, 2026 Business Planning, 2026 Marketing Planning

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The Zen of Snowblowing & Selling

While I must admit that I'm no longer at the hill at 7:15 AM waiting for the lifts to open at 8:00, I'm always excited about being on the snow, I love snowboarding for its rhythm and its process of using the entire slope and the woods. I've been skiing since the age of 5, shifting to riding at 50 and have never had a bad day of being on the hill. 

What I've also discovered over decades of New England winters and especially this one, is that I also really love the rhythm and the process of shoveling snow especially with my snowblower. 

 

There's a particular kind of satisfaction that comes at 6:30 on a Vermont or NH winter morning, standing at the top of my driveway with my snowblower humming and looking out at inches of fresh snow and thinking through how I'm going to attack the snow given its depth, wind and consistency, and then quickly figuring out:  "I've got a plan for this".   

Most people see snow removal as a chore. Not me:  First, I like the solitude...even given the noise of the Ariens.

I also love both the science and the Zen of snow blowing as my personal masterclass in process, the exactness of the timing plus the metrics of forecasting when I'll need to clean the driveway again.  Not surprisingly those are the exact same disciplines that I see in my "A'" and "A+" level salespeople and especially in their managers.

 


Reading the Conditions Before You Move an Inch

The first mistake an amateur makes with a snowblower is firing it up and just charging forward. The professional pauses.  You first need to discover and figure out what you're dealing with.  

  • How deep is it? Depth determines your pass width and your engine load. Six inches of fluffy powder is a completely different problem from six inches of dense, wet, snow like we had last week that packs like concrete. Get this wrong and you'll jam the auger within the first fifty feet.  I'm pretty good at this but also managed to go through 2 sets of sheer pins not realizing that the stone wall had toppled over.

  • What's the water content? Light, dry snow from a cold-air storm throws beautifully and 10 feet. Heavy, wet snow from a warm front is another animal entirely: it clumps, it clogs, it requires slower passes and more deliberate technique. The same volume of snow can take twice as long depending on density.

  • What's the wind doing? This is the variable most people ignore, and it's the one that will undo all your work if you're not paying attention. Blow directly into the 55-mph wind like we had last week and you'll be wearing everything you just cleared. You have to angle your chute, work with the wind direction and sequence your passes so the wind is always working for you and never against.
  • What time of day is it? If the town snowplow hasn't come down your road yet, don't clear to the edge of the street...and never get on the wrong side of the snowplow driver!  

The discipline here is the same as it is in Sales. First "Qualify" and then go through a detailed "Discovery" taking in the full picture before any actual selling or even demoing begins.  Rushing a demo, never works!
 

The Plan: Zones, Sequences, and Passes

A good snow removal plan starts with stages. The driveway is not one stage; it's a set of adjacent steps that have to be solved in the right order...exactly the same as in a funneled step-by-step sales process.

You start where you have the most room to throw. You work from the center out or from the far end back toward the garage, depending on where the snow has to go. My approach to the tight driveway at the NH beach is totally different to the tightly angled and purposefully pitched driveway in VT. I need to think three passes ahead because each pass affects the geometry of the next one and most importantly where the discarded snow is going to sit especially important in January and February.  This is systems thinking. It's the same discipline that makes a sales leader think in terms of pipeline stages, not just racing ahead and getting boxed into a corner.


Great sales, like great snow removal, is a process, not an event!

The single biggest mistake I see in sales organizations at every company I've worked with over thirty years of consulting is that too many salespeople treat each deal as a unique, improvised adventure. They rely on personality, relationships, and luck. They skip the formality of the steps. They don't read the conditions.  They don't listen to the wind and only hear what they want to hear.  

Step One: Read Your Conditions-Qualify the opportunity!

Before you engage a prospect, you need a complete situational read. What is the depth of their problem? Is this a surface pain or something structural?  What's the density: how urgent is it to them, and how much are they emotionally committed to solving it?  What's the wind?  Who in the organization is driving decisions, and which way are the political forces blowing?

Salespeople who skip this step find themselves blowing snow into the wind every single time. They present features to someone who hasn't acknowledged a problem. They pitch price to someone who hasn't committed to a solution. They close too early, or too late.

Step Two: Work the Right Zones in the Right Sequence!

Every complex sale has stages:  Qualify, Discovery, Validation, Discussions, Business Use Case, and Close.  You simply cannot rush someone from Qualify to Close in one pass. You need to work each stage completely before moving to the next and you have to sequence your activities, so each one creates the right conditions for what follows.

In practical terms, this means Discovery is the most critical step in any sales process!  It means validating pain before proposing solutions.

It means building consensus before asking for commitment. Skip a stage and you'll find yourself back at the beginning of the driveway, staring at a pile of snow you created by working out of sequence.

 

Step Three: Tools Matter and So Does Knowing How to Use Them!

I own a variety of shovels, ice choppers, roof rakes and a couple of Ariens'. I know exactly which one to use and when.  Plus, I have a seasonal deal with the two high school brothers three houses down the road in NH for those times I'm not at home.  

The best salespeople have a full toolkit and deploy the right instrument at exactly the right moment. Discovery Checklists, Business Use Cases, ROI Calculators, Email Templates, and Sales Playbooks all garaged perfectly in customized CRMs, which are not just reporting tools, but a navigation process instrument that tells you where you are in the process and with AI, what tool to pick up next.

 

Step Four: Forecasting Is Everything!

Here is where most sales organizations fall apart, and where the winter weather analogy is most honest.

When I'm clearing the driveway in a storm that hasn't stopped like the two we have had this February, I'm constantly forecasting: How much more is coming? Is the temperature dropping, which means it'll get lighter and easier, or rising, which means it'll get heavier and colder? Do I clear it all now or come back in three hours for a second pass?  

Sales forecasting requires the same real-time recalibration. A deal at 75% confidence in the pipeline isn't there because someone typed a number; it's there because you've mapped the buying criteria, confirmed the budget, identified the decision maker, and established a timeline. It's there because you've read the depth, the density, and the wind.

The math of a sales forecast should be a product of process discipline, not optimism which is a condition brought about by "happy ears".  Every deal in your pipeline should be able to answer three questions: What specific action has the prospect taken to advance this? What's the next agreed-upon step with a specific date? What's the condition that could cause it to stall?

If you can't answer those three questions, that deal doesn't belong at the percentage you've assigned it.


The Satisfaction of a Clean Run

There's something deeply satisfying about finishing a well-executed driveway. The edges are clean, the snow is stacked where it should be, there are perfect rows left across the driveway, and you've accounted for the fact that it's still snowing lightly and you'll need to do one more pass at in six hours.  

The same satisfaction is available in everything about sales, but only if you treat it as a process worth mastering and not just a chore to be done. Plan before you move. Read the conditions. Work the right zones in the right sequence. Use the right tools. And forecast based on facts, not feelings.  

 

New England winters are unforgiving if you don't have a process to attack the snow!  So are your quarterly numbers!  

Have a great day selling today!


Jack Derby is the founder of the Derby Entrepreneurship Center at Tufts University and Managing Partner of Derby Management, a 30-year-old Boston-based management consulting firm specializing in business strategy and the science of sales and marketing. He teaches Sales and Marketing at Tufts and is the author of "The Marketing of Me" and a series of how-to guidebooks on "Writing the Winning Sales Plans" and "Writing the Winning Business Plans".

 

Now's THE Time to dive into your business planning for what lies ahead in 2026!

Think about taking a full day in early April to commit to updating your Sales Playbook for the balance of 2026.  Just connect with me at jack@derbymanagement.com, and we can discuss a few ideas.   

"Writing the Winning Sales Plan"
"Writing the Winning Business Plan"
www.derbymanagement.com
Derby Entrepreneurship Center at Tufts. 

 

 

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Tags: Sales Optimization, Sales Best Practices, Sales Management Best Practices, Sales quota, Derby Entrepreneurship Center, 2026 Sales Planning, 2026 Business Planning, 2026 Marketing Planning