From idea to first revenue, stage by stage
The same journey, reconstructed across every story: where the idea came from, how it got tested, and how the first users turned into the first payment. 73% built before validating; the median first sale was $20.
Based on 462 documented journeys · data regenerated 2026-08-31
Stage 1: where the ideas came from
A problem the founder had themselves188
Pivot from a prior product74
Deliberate market-gap research47
Side project that took off39
Other29
Their audience asked for it21
Client work turned product21
A problem seen at work21
Frustration with a competitor10
“I was looking for a tool that would provide me the analytics I needed, but without giving all my visitors data to a big corporates.”
Adriaan van Rossum, Simple AnalyticsAdriaan van Rossum personal site — Simple Analytics project page“which I found a bit surprising until I began running into them everywhere and saw how well they worked in practice”
AJ, CarrdCarrd: The Making Of (by @ajlkn)Stage 2: how they validated (or didn't)
73%
built before validating
n = 406
635
validation steps that validated
of 712
26
steps that killed the idea being tested
cheap failures
Validation methods, by how often they validated
MVP92% of 321 steps
Talking to Users92% of 167 steps
Other92% of 65 steps
Pre-sales96% of 56 steps
Waitlist91% of 33 steps
No Validation30% of 30 steps
Landing Page86% of 22 steps
Surveys83% of 18 steps
Stage 3: first users, then the first payment
70% of documented journeys started with free users; the first payment followed a median of 0 days later, and in 68% of cases it came from the same place as the first users.
The full breakdown of sources, triggers and first-sale prices lives in the first-customers report.
“Getting my first few visitors back in January 2019.”
Adam Enfroy, AdamEnfroy.comAdam Enfroy: "Blog Income Report for March 2021: How I Made $101,814 This Month"“I only released it because people saw me using it in my live-streams and asked me how they could get their hands on it”
Adam Wathan, Tailwind CSSIndie Hackers AMA: "I'm Adam Wathan, I created Tailwind CSS and built a multi-million dollar business around it. AMA!"Run this against your own numbers
Filter the full dataset by industry, channel and founder type in the benchmark explorer.