neuro-viral

Checklist

A pre-launch review checklist

Most creative gets reviewed twice: once by the person who made it, and once by the numbers after it is too late to change anything. This is the review that belongs in between.

1. Does the opening work cold?

Watch the first three seconds as though you have never seen the project. Is there a clear subject? Is there a reason to continue? If you cannot answer both without using knowledge you have from making it, the opening is relying on context the viewer does not have.

2. Does it survive sound off?

A large share of video is watched muted, at least at first. Play it with no audio. If the first few seconds become meaningless, you are depending on a channel many viewers will not have open. Captions help, but only if they are legible at the size people actually watch.

3. Does it survive picture off?

The reverse test catches a different failure: videos where the voiceover is doing all the work and the visuals are decoration. Neither test is a rule — some videos are legitimately visual-first — but both tell you which channel is load-bearing.

4. Is the promise kept?

Write down what the opening implies the viewer will get. Then check that the video delivers it, and roughly when. A promise kept late is a promise half-kept; a promise not kept at all buys one view and costs trust.

5. Where does the middle sag?

Middles are where most videos lose their shape, because they are assembled from material that all felt necessary at the time. Ask of each segment: if this were cut, what would the viewer miss? Anything that survives that question by inertia alone is a candidate.

6. What does a model see that you cannot?

You are the worst-positioned person to watch your own video cold. A predictive read helps here: neuro-viral estimates the average viewer's second-by-second cortical response and marks the stretches it scores weakest, so you get a second opinion that has no memory of the edit you fought for.

Treat it as input, not verdict. Sometimes a low-scoring stretch is a deliberate breath before a payoff. The value is that it makes you look at a specific moment rather than the whole thing at once.

7. Is the call to action actually usable?

Legible at phone size, on screen long enough to read, and specific about what happens next. This is the cheapest thing to fix and one of the most commonly rushed.

8. What will you learn from this one?

Before publishing, decide what this video is meant to teach you — which change you are testing, and what result would tell you it worked. A video that ships without a question attached produces numbers but no knowledge.

The order matters

Structure first, model read second, real-world validation third. A predictive read is most useful once the obvious structural problems are already fixed — otherwise it will simply point at the same things a careful watch would have caught for free.

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