title Factor
Dollar Amount
Whether the title contains a dollar amount (e.g., $500M, $2 trillion, $14).
Specific dollar amounts make claims feel concrete and earned. 'They cut $500 million from veterans' is more compelling than 'They cut funding from veterans.' Specificity correlates with click-through in headline-testing experiments outside YouTube and appears to carry over.
Shorts
+31%
solid pattern
Top 10% Video
+23%
trend only
Average Video is the effect on a typical video. Top 10% Video is the effect on the videos that broke out (top decile of views) — so you can see whether a factor helps most videos a little, or pushes the top performers much higher.
When present
The title cites a specific dollar amount.
Videos with this factor
$200 BILLION MORE for ILLEGAL WAR???? Ridiculous.
Pramila Jayapal
194K views
10K views
3K views
2K views
Rep. Olszewski Secures $8.2 Million for MD-02
Johnny Olszewski
1K views
When absent
The title makes claims without specific dollar figures.
Videos without this factor
Trump is traumatizing children. For no reason.
Christopher Murphy
187K views
If you want my vote, talk to me about health care
Elissa Slotkin
11K views
Maggie Goodlander Reflects on No Kings Day Protests
Maggie Goodlander
3K views
2K views
How I’m Addressing DHS Activity
Raul Ruiz
1K views