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.
Regular Videos
-19%
trend only
Shorts
+16%
trend only
Top 10% Video
-12%
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
$12 Billion in Specialty Aid to Farmers
Mike Thompson
1K views
When absent
The title makes claims without specific dollar figures.
Videos without this factor
182K views
10K views
Bonamici: "The Federal Government Does Not Dictate Curriculum"
Suzanne Bonamici
3K views
Trump's Tariffs Have Increased Costs- Rep. Garamendi
John Garamendi
2K views