L E S S O N S - with Lennox Saint

A proof-led autopsy of how 80 YouTube signups became 5 checkouts and 0 sales—and how a read-only AI agent found the broken measurement layer.

Show Notes

80 people signed up for Threadify from Lennox’s YouTube videos. Five reached checkout. Zero paid. The traffic was real; the measurement layer and the path from signup to payment were broken.
This is the full failure autopsy: the 98.8% attribution gap, the exact 80 → 5 → 0 funnel, the read-only AI diagnosis, and the 1,821-line repair. The agent inspected the evidence and prepared the fix. A human still reviewed the code and controlled release.
If your content gets attention but you cannot prove what turns into signups, activation, or revenue, see the exact Threadify funnel rebuilt in this episode:
See Threadify plans through the measured funnel
The numbers and code are first-party receipts, not a promise that AI magically creates sales.

What is L E S S O N S - with Lennox Saint?

$32,700 in savings. 10 months of runway. non-technical founder building a real SaaS to $10K/month using only AI tools - or going broke trying.

this playlist is my full journey from $1,940 MRR to $10K MRR, filmed in real time with real numbers. the wins. the fuck-ups and the dollars. no code experience. no safety net. just AI tools and a deadline.

new videos every week. subscribe to see how it ends.