AI VIDEO RATING BLOG / 9 MIN READ

Is there an AI tool that rates my video?

Short answer: yes, and it is finally good. AI can now score the craft of your video on a 0 to 100 scale, with the evidence behind the number. Here is how it works, and what it cannot do.

0 to 100craft score
13families measured
−14 LUFSmetered, not guessed
1pass, with timestamps

By Thomas, founder of CutScore · Updated June 2026

AI RATING · my_video.mp4
An editing desk with a video open on the monitor, the moment a finished cut is handed to an AI tool to be rated and scored before it goes out.
CRAFT SCORE
FIXES ADVISED
rated in one pass, with evidence
Picture clean · exposure + focus pass
Music over voice · pull down 4 dB01:12
Hook slow to start · trim the intro00:00
The 30-second answer Yes, there is an AI tool that rates your video. You hand it the file or a link, and it returns a single craft score, usually 0 to 100, measured from the video itself: loudness (target around −14 LUFS), peaks (under −1 dBTP), exposure, focus, shake, pacing, the first three seconds, caption readability and your export settings. The good ones do not stop at a number. They show you the timestamp where each problem happens and the exact fix. That is what CutScore does in one pass. It rates the craft of the video, not your view count, so it tells you what to fix rather than guessing who will watch.
WHY THE QUESTION KEEPS COMING UP

People ask this because the alternatives are all flawed. You can post and read the comments, but feedback that arrives after publishing is feedback you cannot act on. You can ask a friend, who will say "looks great" because they like you. You can hire an editor to review it, which is excellent and also slow and not free. None of those gives you a clean answer before you hit publish.

So the real question hiding inside "is there an AI tool that rates my video" is usually this: can something honest look at my cut, before anyone else does, and tell me if it is actually good. For years the answer was no. Tools could grade a thumbnail or suggest tags, but nobody was rating the craft, the picture, the sound, the editing, the on-screen text. That gap is what changed.

I will admit the embarrassing part. I have shipped videos I thought were fine and were not. Quiet audio I had stopped hearing. A forty-second intro before the actual point. The reason an AI rating is useful is the same reason I needed one: you cannot judge your own video, because you have watched it too many times to see it.

WHAT GETS RATED

What does an AI tool actually rate in your video?

A rating is only as good as what it measures. Here is what an AI video rating reads off your file, what target it checks against, and why it matters to a viewer.

What it ratesTarget it checksWhy the score moves
Loudness≈ −14 LUFSToo quiet and your video feels weak the second it follows a louder one.
True peak≤ −1 dBTPHot peaks crackle once the platform re-encodes the file.
Voice vs musicvoice on topMusic burying the speech is the most common amateur tell there is.
Exposure + white balanceneutral, not clippedDark or colour-cast footage reads as unfinished before a word is spoken.
Focus + stabilitysharp, no jellySoft or wobbly shots read as a mistake, not a style.
Pacing · shot lengthfits the genreToo slow and the scroll wins; too frantic and the viewer tires.
First 3 secondsone reason to stayMost of your drop-off happens at the very start, before the value lands.
Captions + safe zonesreadable, in-frameRoughly half your audience watches on mute, so the text is the video.
Export settingsmatches platformA clean edit can still upload soft if resolution or bitrate is wrong.
The one it should not rateViews. A craft rating tells you whether the video is well made. It cannot tell you whether the internet will like it, and any tool that promises a number for that is selling you a horoscope. CutScore rates the craft, which is the part you actually control.
RATE YOUR NEXT VIDEO

Stop wondering if a cut is good enough. Hand it to CutScore, get a 0 to 100 rating with the evidence and the fixes, before anyone else sees it.

Join the waitlist
HOW THE RATING IS BUILT

How does an AI tool decide on a number?

It measures the objective parts, it does not guess them

This is the bit that separates a real rating from a chatbot's opinion. Loudness, peaks, resolution, frame rate, average shot length: these are not matters of taste. They are numbers read directly off the file with the same meters a professional uses. A good tool computes your LUFS and true peak deterministically, every time, so the same video always gets the same reading. No vibes. Just measurement.

It uses AI only where judgement is genuinely needed

Some things are subjective: does the hook actually land, is the pacing right for this kind of video, does the framing feel deliberate. That is where the AI part earns its keep, by pattern-matching your cut against thousands of others in the same genre. The trick is keeping the two apart. You meter what can be metered, and you reserve the model for the parts that are real judgement calls. Mix them up and the number stops meaning anything.

A laptop and a phone side by side on a desk, the two screens where an AI tool rates the same video and shows how differently it lands on each one.
The same cut is rated against the right standard for where it will be watched. Photo: CoWomen / Pexels.

It weights the number by what viewers actually notice

A single 0 to 100 score is a summary, and a good summary is weighted. Buried voice and a dead opening hurt more than a shot being one degree off level, because that is the order in which a viewer notices problems. So the rating leans on the things that make people leave: the first three seconds, the audio, the pace of the cut. Get those right and the number climbs fast, because you fixed what the audience was reacting to.

It shows its work, or the rating is useless

A bare "76 out of 100" is trivia. The rating only helps if it comes with the receipt: the timestamp where the music drowns the voice, the second where the exposure drops, the spot where a jump cut would kill the dead air. That is the whole point of what we analyze, evidence you can act on, not a grade you have to trust on faith. If a tool gives you a number and no reasons, ignore the number.

WANT TO SEE A REAL RATING?

Here is a full CutScore rating for an everyday video: the 0 to 100 number, every check behind it, with timestamps and the exact fixes.

See a sample report
PICK THE RIGHT KIND OF TOOL

Which "AI video tool" do you actually need?

Plenty of tools say AI and video in the same breath, but they do different jobs. Make sure the one you pick rates craft, not popularity.

1
CRAFTWHAT YOU WANT
A craft coach that rates the video itself
This is the tool that answers "is my video good." It rates picture, sound, editing, on-screen text and platform compliance, and gives you a score with fixes. It cares about the cut, not the comments. This is the category CutScore is in.
Good for Anyone who wants to know if a video is well made before publishing. See how it works.
2
SEODIFFERENT JOB
A growth tool that rates your chances
vidIQ, TubeBuddy and similar tools rate keywords, tags and thumbnails to help a video get found. Genuinely useful, but they do not listen to your audio or look at your exposure. They rate discoverability, not craft. You can happily use both.
Good for Titles, tags and thumbnails after the video is already well made. Not a quality check.
3
GENERALLIMITED
A general chatbot you paste a video into
A general AI can describe a clip and give a rough opinion. Handy for a gut check on structure or script. But it cannot meter your loudness, read your bitrate, or measure your shot length, so it cannot rate the technical craft. Treat its number as a vibe, not a measurement.
Good for A second opinion on story and clarity. Not for the parts that need a meter.
THREE WAYS TO GET A RATING

By eye, by meter, or by AI.

OPTION 01

Rate it yourself

Free, and worth doing. The catch is the one I admitted to above: your senses adapt and your gear flatters. Works best on someone else's video, or yours after a day away. You will catch the obvious misses and quietly forgive your own habits.

OPTION 02

Rate it with scopes and meters

Accurate and honest. A loudness meter, a waveform, a scope for exposure. The cost is time and know-how: you have to know every target and read three tools correctly for every video. Great if you enjoy this part. Most people would rather edit.

OPTION 03

Rate it with an AI coach

Hand the file (or a link) to CutScore. It measures the craft against the right standard for your genre and returns a 0 to 100 rating with timestamped evidence and the fixes. No scopes to read, no targets to memorise. See a sample report.

How CutScore rates a video CutScore is an AI video quality coach. You give it the file or a link, and it returns a single 0 to 100 craft rating built from the video itself. It computes the measurable parts deterministically (loudness with an EBU R128 meter, true peak, exposure, focus, shot length, export settings) and reserves AI for the genuinely subjective calls. Every point on the score comes with the timestamp behind it and a concrete fix, so the rating is something you can act on, not just read. It rates the craft of the video, not its future view count, which is why it sits next to a growth tool instead of replacing one. More on the method and the standards.
QUESTIONS

Frequently asked.

Yes. AI video quality tools now exist that measure the craft of a video and return a single rating, usually on a 0 to 100 scale. They check things like loudness, exposure, focus, pacing, the hook, captions and export settings, then hand back the score with timestamped evidence and concrete fixes. CutScore is one of them.
A good one measures craft, not popularity. It reads the file directly: loudness in LUFS, true peak, exposure and white balance, focus, shake, average shot length, the first three seconds, caption readability and whether your export matches the platform. It does not predict views, and it should not pretend to.
It should not be. The measurable parts, loudness, peaks, shot length, resolution, are computed deterministically from the file, not guessed. A general chatbot can describe a video you paste in, but it cannot meter your audio or read your export bitrate. The number is only useful when there is evidence behind it.
The useful ones do. A bare number is trivia. A rating worth having comes with the timestamp where the problem happens and the specific change to make, lower the music 4 dB at 01:12, lift exposure +0.3 EV, raise loudness to about −14 LUFS. That is the difference between a score and a coach.
EARLY ACCESS

Find out if your video is actually good.

CutScore rates the craft of your video on a 0 to 100 scale and tells you exactly what to fix, with the evidence to back it up. Join the waitlist for early access.

Join the waitlist