A full-channel performance breakdown covering the complete tenure of the AI-powered video production workflow — from the first published video to today.
Every number below spans the full 4-year engagement period.
Starting from 1,628 subscribers when production began.
| Year | Subscribers at year-end | Net gain | Growth vs prior year |
|---|---|---|---|
| 2022 | 3,620 | +1,992 | |
| 2023 | 9,205 | +5,585 | |
| 2024 | 12,414 | +3,209 | |
| 2025 | 16,358 | +3,944 | |
| 2026 (to May 3) | 17,047 | +689 |
28-day rolling audience — peaks aligned with viral surgical content and news-cycle events.
Livestream and audience segmentation data from the full period.
Specific data points that tell the story of the channel's impact.
Views on a single testimonial video — neurosurgeon commentary on the United Healthcare CEO case, produced and optimized under this workflow.
28-day audience reached in January 2025 — the channel's all-time high, driven by organic search and YouTube recommendation traffic.
Total subscriber growth over the 4-year period. From 1,628 to 17,047 — a nearly 10x increase with zero paid promotion.
Total YouTube impressions generated across the channel lifetime — with 52.8% coming from YouTube's own recommendation engine.
Overall impressions click-through rate — above YouTube's typical 2–5% benchmark, reflecting strong thumbnail and title optimization.
Total hours of watch time accumulated — equivalent to over 21 years of continuous viewing across the channel's content library.