Vizard Agent

How to compress a long product review into one short

Last updated 2026-08-25 · 7 min read

Upload the long review and ask Vizard Agent for one short. Vizard Agent looks at a frame from every minute to map the whole video, checks each on-screen figure and product graphic individually, cuts the sections that carry the verdict, and joins them with quick transitions rather than hard cuts.

What is the short version?

A twenty-minute review contains exactly one buying decision surrounded by a great deal of demonstration. Compressing it into a short means keeping the measurements and the verdict rather than the most watchable moments, because the numbers are the reason anyone opened it.

  1. Go to Vizard Agent and upload the full review.
  2. Say you want one short, not several clips.
  3. Say that the figures and the verdict must survive.

What do you need before you start?

The review and a priority. Vizard Agent maps the whole video and finds the sections itself, so nothing needs marking. Saying what must survive matters because a review compressed for watchability and one compressed for usefulness keep completely different material.

What do you type into Vizard Agent?

State the constraints as a list. Vizard Agent treats a maximum duration, a required aspect and a "must contain the key parts" instruction as three separate requirements to satisfy together, which is a more reliable brief than a description of the desired feel.

Prompt

Analyse this long video and create one short. Maximum [2] minutes, [9:16], containing the key parts of the whole review. Quick transitions between the cut sections, closing on [the verdict].

Variants worth knowing:

What does Vizard Agent actually do?

Here is the order Vizard Agent worked in on a real review compression. The mapping method it used is worth copying: rather than sampling every few minutes, Vizard Agent looked at a frame from every single minute of the source video in turn.

  1. Reads the client's project history and inspects the video's duration and streams.
  2. Extracts reconnaissance frames and checks the transcription and caption options.
  3. Transcribes the audio and maps the shots across the whole video.
  4. Looks at a frame at every minute mark — one, two, three, and so on through seventeen.
  5. Inspects the word-by-word timestamps and extracts frames at the possible cut points.
  6. Builds a grid of the cut-point frames and reviews it against the transcript timings.
  7. Simulates the vertical crop on the key frames and checks the framing at each moment.
  8. Checks each on-screen product graphic individually — every measurement, every comparison card, every title.
  9. Extracts the nine vertical clips in parallel, builds a closing card, checks every clip's opening frame, aligns the subtitle timings to the new timeline and burns them into the final cut.

Step 8 is the check that keeps a compressed review useful. A review's value is in its numbers, and a cut that lands halfway through a measurement graphic delivers half a fact, which is worse than leaving it out.

What does the result look like?

From the run this page is written from, probed on the delivered file: 1080x1920, H.264, 25fps, 119.04 seconds, AAC audio. Vertical, just under two minutes, nine sections cut from a much longer review, reframed vertically, joined with quick transitions and closing on the verdict.

Landing just under the two-minute ceiling rather than at it is the constraint being respected rather than approached. Vizard Agent verified the total before rendering, because a short that exceeds its stated maximum gets truncated by the placement it was made for.

When does this not work well?

A compressed review is by definition shorter than the thing it summarises, which means somebody has decided what a viewer does not need to see. Vizard Agent keeps the figures and the verdict as instructed, and everything else it dropped is a judgement worth checking yourself.

How do you fix a result that came back wrong?

Name the section or the figure. Vizard Agent keeps the per-minute map, the word timings, the cut-point frames and the crop simulations, so restoring a measurement or changing the verdict card is a re-render against work it already did.

How does Vizard Agent compare to doing it yourself?

By hand this means scrubbing twenty minutes and keeping the parts you remember being interesting, which reliably keeps the demonstration and loses the measurements. The numbers are the reason the review exists and they are the least memorable part of watching it.

By hand Vizard Agent
Mapping the source Scrub and skim A frame checked at every minute
What survives The memorable parts The figures and the verdict, checked individually
Vertical framing Centre crop Simulated on the key frames first
The joins Hard cuts Quick transitions so the cuts do not read as errors

Common questions

Why not just take the best two minutes? Because the most watchable two minutes of a review is almost never the two minutes that answer the question. The demonstration is entertaining and the measurement is useful, and a compression built for retention keeps the wrong one.

One short or several clips? Say which. Vizard Agent defaults to several from a long video, so ask explicitly for one.

How long can the source be? This run compressed a review well over fifteen minutes into two.

Will the measurements survive? Yes, if you say they matter. Vizard Agent checks each on-screen figure individually.

Can Vizard Agent reframe a wide review vertically? Yes, and it simulates the crop on the key frames before committing.

Why look at every single minute? Because a review has no obvious structure to skim. Sampling every few minutes misses whole product sections, and a frame per minute is cheap enough to be exhaustive on a video of this length.

Does Vizard Agent add transitions? Yes, short ones between the cut sections, so the joins do not read as mistakes.

Will subtitles match the new cut? Yes. Vizard Agent aligns the timings to the compressed timeline rather than reusing the original.

Can Vizard Agent add a verdict card? Yes, held long enough to be read at the end.

Does this work for other long-form content? Yes. A tutorial, a comparison, a walkthrough — anything where specific facts have to survive the compression.

Does Vizard Agent check the finished short? Yes. It extracts control frames, checks the waveform and measures the loudness before delivery.