Isidore Mikorey-Nilsson
Agentic dev and SaaS distribution expert: he builds the acquisition tools he deploys for SaaS founders.
Recommendations from our editorial method.
No time to read?
Key takeaways
- Growth hacking isn't a magic trick: it's a loop of fast, measured experiments.
- Most experiments fail, and that's the normal mechanism, not a bug.
- A founder just starting out wins by focusing tests on one channel, not by trying everything.
Here's a number that resets expectations: only 12% of experiments produce a winning result, according to Optimizely's benchmark report relayed by Shno. In other words, eight tests out of ten don't work. So growth hacking isn't a collection of recipes that make your curve explode overnight. It's a method to find, fast and cheaply, the small number of levers that actually do work.
For a SaaS founder just starting out, that's great news. You don't need a big budget or a team: you need a testing discipline. This article shows you how to think about growth hacking when you're still looking for your first users, which levers give the best effort-to-result ratio, and how to avoid the traps that cost you months.

Growth hacking isn't what you think
The term carries a bad reputation: the one about "hacks" promising 10,000 signups in a week. Forget that. Growth hacking is simply a rigorous way to grow a product by treating acquisition as a series of experiments. You form a hypothesis, test it small, measure, keep what works and throw out the rest.
What sets it apart from classic marketing isn't talent, it's iteration speed. Where an agency launches one big campaign and waits three months, a founder in growth mode tests five ideas in three weeks for almost no cost. The approach is widely adopted: according to a compilation by Keevee, 85% of startups say they use growth hacking methods, and companies that apply them grow up to 60% faster.
Growth hacking or growth marketing?
The two overlap. Growth hacking emphasizes fast, creative tests, often at the early stage. Growth marketing structures the approach over time. For a 0-to-1 SaaS, you do hacking: you look for what works before industrializing it.
The only loop that matters
All of growth hacking fits into a loop you repeat endlessly. It's not glamorous, but it's what separates those who progress from those who spin in circles. Here are the four beats.
Write a precise hypothesis
Test small and for real
Measure a single number
Keep, drop or double down
This loop explains why the high failure rate isn't a problem. Each failed experiment costs a few days and teaches you something. The winners, on the other hand, compound: a series of small 5% to 15% wins stacked over a year produces annual growth far above what a single "big hit" could deliver.

The numbers that prove the method pays off
The most cited case is still Dropbox. Its two-sided referral program (free storage for both the referrer and the invitee) took its base from 100,000 to 4 million users in 15 months, a 3900% growth, as Referral Rock details. The most telling part: referrals accounted for up to 35% of daily signups, with no advertising budget and no full-time marketer. A well-designed lever, embedded at the right moment in the product.
3900%
Dropbox growth in 15 months via referrals
12%
Of experiments only produce a winning result
85%
Of startups use growth hacking methods
Take the lesson behind these numbers: it's not the quantity of tests that matters, it's finding one that becomes a real engine. Dropbox didn't win by launching a hundred tactics, but by finding THE viral mechanism suited to its product, then pushing it hard.
High-impact levers when you're starting out
Not all levers are equal at your stage. Some require an audience you don't have yet, others work from day one. Here's how to read them by the effort they demand and when they pay off.
| Lever | Starting effort | When it pays off |
|---|---|---|
| Targeted manual outreach | Low | Right away, if the deal size is high |
| Built-in referral loop | Medium | Once your first users love the product |
| Content and SEO | Medium | Slow to start, compounds over months |
| Community launch (Product Hunt, niche) | Low | One-off spike, prepare in advance |
| Build in public | Low | Gradual, feeds every other channel |
The rule: start with what gives a signal fast and without a pre-existing audience. Manual outreach and community launches tell you within days whether your message lands. Referral loops, on the other hand, only work if your users already love the product enough to talk about it, so later.
The most underrated hack
Talk to your first 20 users one by one. It's not a spectacular "hack," but it's the richest source of experiment ideas you have. The words they use become your messages, their blockers become your next tests.
How to prioritize your experiments without spreading thin
The real danger of growth hacking in the 0-to-1 phase isn't a lack of ideas, it's too many. You have fifty tactics in mind and you launch them all at 10%. Result: nothing takes off. The solution is one word: prioritize.
A simple method, widely used in growth, is the ICE score. For each test idea, rate three criteria from 1 to 10: the expected Impact, the Confidence it will work, and the Ease of implementation. You multiply or add, you sort, and you attack the top of the list first. This keeps you from chasing the most seductive idea rather than the most profitable one.
Before launching an experiment
0 / 5The through line is focus. One channel pushed hard for 30 days teaches you infinitely more than five channels barely touched. You're not trying to "test everything," you're trying to find the first lever that truly works, then exploit it before opening a second.
The traps that cost months
Three mistakes come up with almost every founder discovering growth hacking.
The first is copying a tactic out of context. Dropbox's referral worked because the product was naturally shareable and the reward (storage) directly served the use case. Copying the mechanism onto a SaaS nobody shares will produce nothing. A lever is only good if it fits your product and your audience.
The second is confusing activity with progress. Launching ten experiments a week looks impressive, but if none has a clear metric, you learn nothing. Three well-measured tests beat ten frantic ones.
The third is hacking before you have a product people want. No growth tactic saves a product with no appeal. If your first users don't come back, your problem isn't acquisition, it's product-market fit. Growth hacking amplifies what already works: it doesn't create value in your place.
Common mistake
Growth hacking isn't a magic wand laid on a lukewarm product. Before trying to bring in more people, make sure the first ones who arrive stay. Otherwise you're filling a leaky bucket.
Where to start concretely
Growth hacking isn't an innate talent, it's a habit: form a hypothesis, test it small, measure, repeat. Your advantage as an early founder is speed: you can test an idea this week that nobody would sign off on in a month of meetings.
To go further, first frame your overall approach with our SaaS acquisition strategy, then equip your experiments with SaaS lead generation and the structured tracking of SaaS growth marketing. To measure each step of your loop cleanly, the AARRR framework gives you the metrics to watch.
One question remains before you launch anything: which channel should you focus your first experiments on? That's where most people go wrong, testing everywhere instead of aiming precisely.
Find the growth lever that fits your SaaS
In two minutes, spot the channel to focus your first experiments on, instead of trying everything at random.