production Factor
Graphics
Whether the video uses motion graphics, animated text, lower thirds, or other deliberate graphic design elements beyond simple text overlays.
Graphics are an unmistakable signal of production effort and help complex content land — a chart of polling data is more memorable than the same numbers read aloud. They also signal to the algorithm that the video was made for YouTube rather than scraped from a hearing.
Effect on views
+0%
trend only
When present
The video uses motion graphics, lower thirds, or animated visual elements.
Videos with this factor
Surprise Visit To An ICE Holding Facility in LA
Alejandro Padilla
260K views
12K views
3K views
2K views
Don Beyer Condemns ICE Deaths
Donald Beyer
1K views
When absent
No motion graphics or visual design elements beyond raw footage.
Videos without this factor
444K views
Rep. Stansbury: Redesigning government programs to actually work for the American people
Melanie Stansbury
14K views
4K views
The same needs to be true for AI data centers.
Martin Heinrich
2K views
Senator Ed Markey Calls Out Trump Funding Cuts
Edward Markey
1K views