Angel and Danny, here is what the public numbers on your YouTube channel say today. This is the starting line for the 20-episode test. Anything marked Studio check is a read we'll confirm once we have your YouTube Studio data.
Ads bring views, but those viewers rarely like or comment. Organic viewers do. So when an episode has thousands of views and only a handful of likes, it was most likely boosted. Each dot below is one full episode.
| Date | Episode | Views | Likes | Like rate |
|---|
The traffic-source report shows exactly how many views came from ads, per episode. Some of these 14 may turn out organic, and a few quieter ones may have been boosted too. We'll swap this estimate for the real split before we pick the 20.
The typical episode, quarter by quarter. Gold bars count every episode. Outlined bars leave out the likely-boosted ones, which is closer to what the show does on its own.
Click-through rate and average view duration tell us whether a quiet episode has a packaging problem (people see it and don't click) or a content-fit problem (people click and leave). That decides which episodes get new titles and thumbnails first.
The quiet ones here have the least to lose, so they're good first candidates for new titles and thumbnails. Orange views mark the likely-boosted ones. Half have chapters, and links only started showing up in August.
| Date | Episode | Views | Likes | Chapters | Link |
|---|
The audience is there. Reels hit 8K to 19K views on a 5,400-follower Instagram, and 96 of your Shorts passed 1,000 views. The gap is the next step. Right now a viewer who likes a clip has no easy path to the full episode or to the site.
Studio shows how many people go from a Short to a full episode, and how many subscribers each video brings in. That becomes our before-and-after number for the link fixes.
Get the Studio export. Traffic sources (including ads), click-through rate, average view duration and subscribers gained per video, for the last 12 months.
Pick 20 episodes, plus 20 we leave alone. The untouched group is our control, so we can show the change came from our work and not from YouTube shifting.
Repackage the 20. New title, thumbnail and description, plus playlist placement, end screens and a pinned link to the site.
Move clips to ROA Clips. We agree on the list with you first. Originals get unlisted, never deleted.
Measure at 7, 14 and 28 days. Organic views per day, click-through rate and watch time, test group vs. control. You get the numbers either way.