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
+27%
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
Donald Trump building a $200 million ballroom for billionaires to bend the knee for special favors
Elizabeth Warren
182K views
Congressman Al Green Secures $500,000 in Fed. Funds to Combat Human Trafficking in Harris Co. Pct. 7
Al Green
8K views
Governor #Newsom on $10M For #LA Businesses Recovering from #Wildfires #shorts #losangeles #news
Gavin Newsom
3K views
A $1000 PG&E bill?!
Josh Harder
2K views
When absent
The title makes claims without specific dollar figures.
Videos without this factor
100 days in, and the damage is real. But so is our power.
Jasmine Crockett
186K views
10K views
Ocasio-Cortez Highlights Potential Cuts to Hospitals in NY-23, CA-23, and CO-08
Alexandria Ocasio-Cortez
3K views
Did you hear that sh*t
Mark Warner
2K views