Prepared for David Yu — Co-Founder & CEO
YouLearn
Consumer AI-learning is one of the rare categories where the product tells you who's about to pay long before a pricing page does.
Your free tier throws off upgrade intent every day — repeat uploads, pre-exam returns — but with a 12-person team almost none of it reaches a targeted nudge while it's still hot. Here's the part that's instrumentable today.
The signals you're sitting on
◆ SIGNAL 01
First upload of study material, then notes or a quiz generated from it
Reads as
A learner finding the core loop. Real activation, not a tire-kicker.
Leaks today
Logged as a product event, not as the start of an upgrade journey. No owner, no nudge.
Wire this
Tag the first upload-to-output as 'activated' and open a light in-product nurture — show the next study workflow. No upgrade push yet.
◆ SIGNAL 02
Third upload in a week, or a return pre-exam to generate a quiz
Reads as
The free tier is now actively frustrating them. This is the upgrade moment.
Leaks today
Indistinguishable from any other upload in your event stream; no threshold fires.
Wire this
Wire a real-time threshold on upload frequency and pre-exam return, then surface the upgrade prompt in-product the moment it trips — while intent's warm.
◆ SIGNAL 03
Uploads tied to a full course (CS50, an MIT track) across multiple sessions
Reads as
A power learner committing a whole semester. Heavy-use, high-LTV intent.
Leaks today
Treated as ordinary repeat usage; no power-user signal wired.
Wire this
Flag course-scale, multi-session usage as a power-user trigger and route it to a tailored plan and retention touch.
◆ If you wire one thing
Pick the two or three upload-and-return patterns that actually predict a paid plan, and meet that moment in-product in minutes — not in a weekly usage report.