Post #319. The Feature Adoption Gap.
Your product team shipped 100 features last year. Your customers regularly use about 6 of them.
Not because the other 94 are broken. Not because they are poorly designed. Because your customers never learned they exist, never understood why they matter, and — thanks to the forgetting curve we covered in post #318 — forgot the ones they were shown during onboarding.
That is not a product problem. It is a revenue problem hiding in plain sight.
The 6.4% Reality
Pendo analyzed thousands of SaaS products in their 2024 benchmarks and found that only 6.4 features per 100 drive 80% of all click volume. The other 93.6 features? Built, shipped, maintained, and mostly ignored.
Best-in-class companies get that number to 15.6%. That is 2.5x the average — and still means 84% of their product is underutilized.
For context: a SaaS company with $50 million in revenue spends approximately $8.4 million per year developing features customers rarely or never use (Pendo 2019 Feature Adoption Report, n=615 subscriptions). That is not a rounding error. That is the single largest invisible line item in your P&L.
This Is Not a Discovery Problem
The instinct is to add more tooltips. More in-app banners. More release notes.
But Userpilot's 2024 analysis of 181 SaaS companies found the average core feature adoption rate is just 24.5%, with a median of 16.5%. Tooltips have been around for a decade. If they worked, the numbers would be different by now.
The problem is not that customers cannot find the feature. The problem is that they do not understand when it matters, why it applies to their situation, or how it connects to the outcome they are trying to achieve.
Feature discovery is a notification problem. Feature adoption is an education problem.
The Revenue Sitting in Your Existing Product
Here is where it gets interesting. The research consistently shows that feature adoption is the strongest predictor of retention:
Customers who adopt 5 or more features show 60-80% lower churn.
Customers engaging with more than 70% of core features are twice as likely to renew.
70-80% of churned customers exhibit declining feature usage at least 30 days before they cancel.
Your expansion revenue is not in the next feature you build. It is in the features you already built that your customers never learned to use.
Education Closes the Gap
Forrester and Intellum surveyed 300 customer education decision-makers in 2024. Companies with formalized education programs saw 38.3% higher product adoption on trained products, 35% higher customer lifetime value per trainee, and 96% at least recovered their investment.
That is not a tooltip. That is structured education: here is when you need this feature, here is why it matters for your workflow, here is a 3-minute video showing it in context.
The math is simple. If 80% of your product is underutilized, even a modest improvement in adoption — say, moving from 6.4% to 12% of features driving regular usage — means customers are getting nearly twice the value from the same subscription. That changes the renewal conversation entirely.
Three Questions for Your Next QBR
1. What percentage of your product's features are regularly used by the average customer? (If you do not know, that is the first problem.)
2. Is there a measurable difference in churn between customers who adopt 5+ features versus those who use only the basics?
3. When was the last time you taught customers about a feature — not announced it, taught it?
The features already exist. The engineering investment has already been made. The only question is whether your customers will ever learn to use what they are already paying for.
Sources: Pendo 2024 Software Benchmarks; Pendo 2019 Feature Adoption Report (n=615); Userpilot 2024 Core Feature Adoption Benchmark Report (n=181); Forrester/Intellum 2024 TEI Study (n=300); Custify SaaS Onboarding Statistics.