@grufmanbilab
3 long-form videos from this channel first observed in Most Popular, still charting or since left (Autos & Vehicles, SE). Each one is measured against the median of the same channel's long-form videos published 7-90 days before it. The figures come from the official YouTube API and compare the channel only with itself.
- #1VPI+1.5xLvl 1 - StandardIn Most Popular - day 1YOUTUBELong
Cadillac Lyriq: Andra verkstan gav upp. Freddan & Wille fixar. 💪
Baseline: 35K | Views: 55K
- #2Peak VPIBelow level 1 (1.5x)Left Most Popular - 7 days, left 24 Oct 2026YOUTUBELong
Jeep Grand Cherokee med olaglig belysning. Wille & Freddan fixar.
Baseline: 30K | Views: 41K
- #3Peak VPIBelow level 1 (1.5x)Left Most Popular - 5 days, left 29 Oct 2026YOUTUBELong
Golvet försvann i Teslan 🙀🤯
Baseline: 34K | Views: 31K
Is this your channel?
Every measurement above has its own analysis page with the full breakdown, and a free digital plaque you can download. Nothing is gated and nothing is for sale. If you would rather not appear here, write to iosa.research.lab@gmail.com and your records are hidden from public pages. They are never deleted: the index is a research series and stays complete.
