Real-revenue cases
A wiki/knowledgebase and training tool for small businesses under 250 employees, turning scattered SOPs in Google Docs and Dropbox into a teachable operations manual, sold as a subscription and grown to $2M ARR with 15k users.
01
It replaces hand-stitched process docs in Google Docs and Dropbox, solving the problem of knowledge walking out the door with the person who did the job. The founder saw the same pain repeatedly in his consulting work and had six paying clients before committing to the product, so demand was observed rather than assumed.
Small business owners pay a monthly or annual subscription. A two-week trial requires a credit card up front but no charge until they continue past the trial.
Hand-maintained process docs in Google Docs and cluttered Dropbox folders
02
Six consulting clients of the founder bought the early version at $300/month; later word of mouth and a few blog posts brought organic signups.
03
Not an AI business itself, but two moves transfer: gating trials with a credit card to filter for intent, which matters when AI tool trials are abundant; and productizing a pain point that keeps recurring in consulting or services, selling to existing clients before scaling.
04
Revenue basis · Founder self-reported, unaudited (see source page)
The title says $2M ARR while the page shows $2.72M revenue/mo; the two figures conflict and the real revenue basis is unclear
No pricing, ARPU, churn, or CAC/LTV numbers are disclosed, so the unit economics are missing
The 15k users and 80 countries are founder-reported and not independently verified