After filtering for durable business models, the next mistake investors make is obvious:
They stop asking how growth is happening.
Growth looks clean in a spreadsheet.
It looks impressive in headlines.
It looks convincing in investor decks.
And yet — a huge percentage of “high-growth” companies never create lasting value.
Because growth without quality is just motion.
The Question That Actually Matters
I’m not asking:
“Is revenue growing?”
I’m asking:
“Is this growth making the business stronger — or just bigger?”
Those are very different outcomes.
The Two Kinds of Growth
1. Growth That Compounds (The Rare Kind)
This kind of growth:
Improves unit economics
Increases customer dependence
Strengthens pricing power
Makes future growth easier, not harder
It tends to come from:
Expansion within existing customers
Structural demand, not promotions
Products that become more embedded over time
This growth builds equity inside the business.
2. Growth That Rents Time (The Common Kind)
This kind of growth:
Requires constant incentives
Masks churn with acquisition spend
Looks great until funding tightens
Stops the moment pressure is removed
It often shows up as:
Aggressive discounting
Heavy marketing spend to replace churn
One-time demand pulls
Revenue growth without margin improvement
This growth isn’t owned.
It’s leased.
Organic vs Inorganic Growth (A Useful Lens)
Organic growth tells you:
Customers want more
The product is doing real work
The model is reinforcing itself
Inorganic growth can be fine — but it raises questions:
Is integration doing the heavy lifting?
Are you buying revenue to hit targets?
Would growth persist without acquisitions?
The key isn’t avoiding inorganic growth.
It’s understanding what’s actually driving the number.
Expansion vs Pull-Forward Demand
This is where people get fooled.
Expansion means:
Customers buy more because value increases
Usage deepens over time
Spend grows after success
Pull-forward demand means:
You borrowed future sales
Promotions accelerated purchases
Next year is weaker by default
Pull-forward growth always looks best at the peak.
That’s when risk is highest.
The Growth Litmus Test I Use
Here’s a simple filter:
If growth slowed tomorrow, would margins improve or collapse?
If margins improve → growth is reinforcing the model.
If margins collapse → growth was doing the hiding.
That answer tells you almost everything.
Why This Comes Before Margins
Margins are where truth shows up — but they lag.
Revenue quality tells you what margins are likely to become.
If growth is clean:
Margins expand with scale
Cash flow follows
Valuation risk drops
If growth is messy:
Margins stay pressured
Cash gets burned
Valuation becomes fragile
That’s why this step matters.
Everything above explains what good growth looks like.
What follows is how I diagnose fake growth early.
How Fake Growth Reveals Itself
I look for:
Revenue growth outpacing gross profit growth
Marketing spend rising faster than revenue
Customer counts growing but usage flattening
“Adjusted” metrics doing a lot of work
None of these are fatal alone.
Patterns are.
The Common Trap
Investors often say:
“I’ll buy now and worry about margins later.”
Later is when:
Expectations are already high
Multiple risk is elevated
The story has peaked
Revenue growth is not a free pass.
It’s a claim that must be verified.
Looking Ahead
Once growth quality is clear, the next question becomes unavoidable:
Is the business actually converting scale into profitability?
That’s where margins come in — and where many stories finally break.
— Connor
Alpha Before It Prints
Next in the series:
Margins: The Most Honest Metric in Investing
© 2025 Alpha Before It Prints
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