This is a teardown of a run we did on 16 August. Everything below is from that run's actual records — the scores are what our pipeline wrote to the database, not what we'd like them to be.
The five clips, in the order our scorer ranked them
- 82 — 1:09, 24s: "Well, it's really like, I guess it's a masher, you know what I mean?"
- 80 — 0:17, 17s: "So, I'm gonna go ahead and just add just a little bit in here, right?"
- 76 — 1:34, 17s: "So break this down. And again, this is 80-20."
- 68 — 0:00, 17s: "Check it out, folks. Listen, if you like a chopped cheese, then you're…"
- 68 — 0:52, 17s: "There we go. Now, I'm gonna look at my fire. I got a medium flame…"
The problem
Look at fourth place. "If you like a chopped cheese, then you're gonna love this" is the one line in the entire two minutes that does what a hook is supposed to do: it names the audience and promises a payoff, in the first second, before any cooking happens.
Our scorer put it fourth, tied for last. The winner was a man describing a potato masher.
Why it happens
The score rewards what's measurable inside the window — speech density, energy, whether the segment is self-contained. A promise made to the viewer is none of those things. It's a relationship between the line and the person watching, and there's nothing in the audio that marks it.
We're not going to pretend this is a solved problem. It's the honest limit of scoring a clip by its contents.
What to take from it
- Always look at the clip that starts at 0:00, whatever it scored. Creators put their hook at the top because that's where it belongs.
- Treat the score as a shortlist, not a ranking. It's good at throwing away the boring 90% and mediocre at ordering the rest.
- If two clips are within about ten points, pick with your ears, not the number.
Attribution: the source video is published under a Creative Commons Attribution licence by Smokin' & Grillin with AB. We clip CC-BY or our own footage for anything we publish — including these teardowns.
Two of these a week, to everyone with a ClipEmber account. Make a clip or read the rest of the archive.