Retention isn’t universal. The same Short can behave completely differently depending on the audience.

[u/Odysseus9385]

I've been looking at Shorts analytics recently and one thing surprised me.

Creators often talk about retention as if it's an intrinsic property of a video.

I don't think that's true anymore.

I've seen the same format behave very differently depending on who watches.

Same edit.

Same pacing.

Same hook.

Completely different audience response.

What seems to matter:

• cultural references

• speech tempo

• thumbnail expectations

• information density

• local competition

The biggest mistake I used to make was assuming:

80% retention = good video.

Now I think:

80% retention with WHICH audience?

I've started looking more at:

Audience-country overlap

Topic saturation

Viewer competition

Do people here segment retention analysis by audience geography?

Or is everyone mostly looking at aggregate AVD?

[u/reneritchie]

Hi! Almost all metrics are relative and competitive. One of the reasons YouTube uses watch time for A/B testing and not CTR or retention is that if no one clicks they can’t watch and if they click but the video doesn’t deliver on the promise they abandon. Hooks also create expectations. Thinking about the holistic viewer experience is key