The Three-Vector Framework: A Dead Simple Rubric for Picking Winners and Losers

How one insight from the GTM engineering community became my go-to decision-making tool for everything from client selection to campaign prioritization

Twenty years in corporate marketing taught me one thing: we're all spawning salmon desperately swimming upstream, convinced we're making progress while programmed for the same inevitable end. Sure, there were moments of brilliance and friendship, but mostly it was exhausting bureaucracy where if you were unlucky enough to reach the C-suite, some grizzly bear investor or low EQ CEO was probably going to snatch you right out of the water, not because you weren't performing, but because they decided their particular salmon wasn't going to be fat enough at the end of the journey.

When I jumped to consulting, I braced for more of the same cutthroat chaos. Instead, I discovered something unexpectedly beautiful: a community that actually shares breakthroughs instead of hoarding them behind NDAs.

Look, I realize how this might sound, a bunch of GTM engineering consultants convinced we're living through some golden age of strategic thinking. We're one step away from comparing ourselves to Sun Studios in Memphis circa 1954, like we're about to birth the next Elvis of go-to-market strategy. And yeah, sometimes we definitely sniff our own fumes a little too enthusiastically.

But here's the thing: when you strip away the self-congratulation, there really is something special happening in the GTM engineering community right now. Ideas are cross-pollinating at warp speed. Frameworks that took years to develop in corporate silos are getting stress-tested and refined in real-time across dozens of implementations.

Which brings me to Kellen Casebeer and a concept so elegant yet powerful that I had to build on it.

The Agency Alpha Problem

Kellen recently shared a framework that made me realize I'd unwittingly been operating using the same logic for years. I thought I was just blessed with great instincts - you know, that ability to sniff out winners with just a few questions while avoiding the obvious traps. Wrong. It was classic systems thinking - thank you Kellen.

I digress. Let’s dig in:

The conventional agency wisdom says to find clients with "good offers", the easy wins where you're almost guaranteed success. Makes sense from a retention standpoint, but as Kellen pointed out, it also kinda sucks.

His breakthrough was recognizing that all potential clients fall into three distinct groups:

Group A clients are destined to win. They have offers so compelling that even mediocre execution gets results. These folks could hire the cheapest option and still succeed.

Group B clients are destined to fail. No amount of tactical brilliance will overcome fundamental market fit problems. You can execute perfectly and still watch them crash.

Group C clients represent the sweet spot. They'll fail with the wrong partner but achieve breakthrough results with the right one. This is where true expertise creates disproportionate value.

Kellen's Group C wins are staggering, enterprise meetings booked the same day podcast interviews went live, 0-to-1 product validation that replaced entire advisory teams, sourcing 90% of client ARR while helping them avoid fundraising rounds (and unsurprisingly, his firm, The Deal Lab is growing like crazy).

That's when it hit me: I'd been unconsciously applying this same logic to everything. I just never had language for it.

Three Deterministic Vectors

Building on Kellen's insight, I developed what I call the Three-Vector Framework. Every opportunity, whether it's a potential client, campaign priority, or strategic direction, can be mapped across three dimensions that determine success probability.

Vector 1: Value Proposition Strength

How unique and compelling is what you're bringing to market? This isn't about features or capabilities, it's about whether your value proposition is strong enough to overcome weaknesses in competition or market dynamics.

• Tier A: Value proposition so differentiated it creates its own category

• Tier B: Solid differentiation that resonates with target segments

• Tier C: Weak or commodity-level value

Vector 2: Competitive Landscape

Where do you sit relative to existing players? This ranges from blue ocean opportunities to commodity hell.

• Tier A: First-mover advantage or clear category leadership

• Tier B: Crowded but room for differentiated players

• Tier C: Saturated market with minimal differentiation opportunity

Vector 3: Market Dynamics

This is where most people get it wrong. It's not just about market size, it's about whether the market size matches your value proposition strength.

A incredibly strong value prop can dominate a smaller market if it drives high transaction values. Conversely, a weak value prop needs a massive market to generate meaningful revenue.

• Tier A: Perfect market-to-value-prop alignment

• Tier B: Workable market conditions given your positioning

• Tier C: Fundamental mismatch between market reality and value proposition

Why the Combinations Matter More Than Individual Scores

Here's the counterintuitive part: you don't need Tier A across all three vectors. You need strength in at least two to create a winnable scenario.

Tesla launched with an extraordinary value proposition (A) and minimal direct competition (A), but targeted a relatively niche luxury market willing to bet on unproven technology (C). The strength of their first two vectors more than compensated for the limited initial market. (Yes, we have to acknowledge that Elon Musk has arguably done more to destroy brands than create them since then, but it's still a useful case study for vector analysis.)

Zoom pre-pandemic had solid but not revolutionary positioning (B) in a crowded video conferencing space (C), but the market was massive and growing (A). When COVID hit, their value proposition suddenly jumped to Tier A and they dominated.

I've watched countless companies with weak positioning (C) enter saturated markets (C), banking solely on market size (A). It almost never works because you need at least two strong vectors to overcome the inherent challenges.

How I Apply This Daily

The irony here is how much this framework has been driving the vast majority of business decisions I make:

Client Selection: Like Kellen, I actively seek Group C scenarios where expertise makes the difference between success and failure. The "destined to win" clients don't need what I bring, and the "destined to fail" situations waste everyone's time regardless of skill level.

Campaign and Channel Prioritization: When clients present multiple initiatives (hello, shiny object syndrome), I map each across the three vectors. Strong two-vector combinations get priority and resources.

Partnership Evaluation: Before entering strategic relationships, I assess both organizations across all vectors. Misaligned combinations are red flags that usually predict future conflicts.

Market Entry Decision: When exploring new verticals for Cannonball GTM, this framework identifies where our methodology can overcome competitive or market headwinds.

The Cannonball Connection

This maps perfectly onto our pain-based segmentation approach. When we identify existential data points and target pain-based segments, we're essentially hunting for Group C opportunities, markets where the right methodology succeeds where generic approaches fail.

The magic happens when you combine deep pain identification (value proposition strength) with unique data insights (competitive differentiation) in segments still relying on demographic targeting (market opportunity).

The Bigger Picture

We're living through a fundamental shift in go-to-market strategy. The old demographic playbooks are failing, AI is democratizing capabilities, and communities like ours are accelerating innovation at unprecedented speed.

When brilliant practitioners like Kellen share breakthrough insights, those of us paying attention get to build on them, extend them, and adapt them for our specific contexts. That's the entire philosophy behind Cannonball GTM, taking the best community thinking and turning it into practical tools that drive real results.

Because while everyone else is swimming upstream like programmed salmon, dodging the occasional grizzly bear, we get to choose our direction. We get to pick the fights we can win.

The question is: which fights are those?

---

Kellen Casebeer is the founder of The Deal Lab and a well-regarded GTM engineer whose insights on message-market fit and client segmentation are reshaping how agencies think about success probability. He also has pitch-perfect musical taste and adorable kids, and, if you follow him on LinkedIn, you can see the munchkins for yourselves.