LikePulse

TL;DR

It maps out engagement spikes on YouTube videos so you can stop guessing which parts of your content actually land.

Who is this actually for?

Mid-sized YouTube creators and video editors obsessed with retention graphs and cutting the fluff.

The Good

• Automates the tedious process of finding high-engagement segments for repurposing into Shorts.
• Provides a clear visual heat map of audience sentiment without digging through thousands of comments.

The Catch (Potential Downsides)

Highly dependent on YouTube's public data availability; if the API limits tighten, the tool loses its edge. Also, it's probably overkill for creators who don't have a high volume of comments yet.