title Factor

Response Framing

Whether the title frames the video as a response to something — using phrases like 'responds to,' 'reacts to,' 'fires back at,' or 'my response to.' Positions the video in an ongoing conversation or conflict.

Response framing rides the coattails of existing public interest. When a news event is trending and your title says 'My Response to X,' viewers who already care about X are primed to click. It also positions the politician as a relevant voice in the conversation, not someone speaking into the void.

Regular Videos
+54%
not significant · p = 0.198
Shorts
+17%
not significant · p = 0.632
Top 10% Video
-6%
not significant · p = 0.829

Average Video shows the effect on a typical video. Top 10% Video shows the effect on videos in the top 10% of views — estimated via quantile regression, so you can see whether a factor helps most videos a little, or pushes the top performers much higher.

When present

The title explicitly frames the video as a response to an event, statement, or person.

Videos with this factor

When absent

The title presents the content on its own terms without referencing a triggering event.

Videos without this factor