COACHING REPORT · REAL EXAMPLE

7 Days Stranded in the Arctic

Vlog / lifestyle AUTO-DETECTED 72% · WEIGHTED FOR VLOG · 53 MEASURES
DURATION 32:15RESOLUTION 1920×1080FPS 29.97VIDEO AV1AUDIO OpusCUTS 571

A handheld survival challenge in the Arctic — reference-grade exposure and framing, a relentless cut rhythm, zero filler words and a clear day-by-day structure. What's left to fix is mostly in the mix: a master that runs hot enough to clip on transcode, a little outdoor noise, and a few soft action shots. Here's the full read — every theme scored against the standards, weighted for the genre, with the evidence on real frames.

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Aerial frame from the analyzed video: a team in cold-weather gear trudges across deep snow as a helicopter lifts off behind them
OVERALL · 13 THEMES · WEIGHTED FOR VLOG
AT A GLANCE

Every theme, ranked by score.

Each theme is the average of its measures. The global score is then weighted by the detected genre — for a vlog, camera stability, cut rhythm and audio quality carry more than platform settings.

ThemeScore/100Verdict
DComposition & Framing100Excellent
LAccessibility & Safety100Excellent
KPlatform & Metadata91Excellent
AExposure & Color88Strong
IOn-screen Text85Strong
GVoice & Speech84Strong
CStability & Motion82Strong
BSharpness & Technical81Strong
MOverall Aesthetics80Strong
HEditing & Rhythm80Strong
JNarrative Structure72Good
EAudio Loudness71Good
FAudio Quality & Balance69Fair
How to read this report Each measure is scored out of 100 against technical references (upload standards, EBU R128 loudness, WCAG legibility…) and subjective analysis (aesthetics, narrative). Measures are grouped into themes (theme = average of its measures); the global score is a weighted average based on the detected genre. Thresholds adapt to that genre too: a handheld field vlog isn't judged like a studio talking-head, so deliberate dynamic camera and multi-location grading aren't treated as defects. A score is decision-support, not a popularity ranking.
SYNTHESIS

A high-stakes survival challenge with reference-grade exposure and framing, a relentless cut rhythm and a tight, filler-free delivery. What's left to fix sits in the mix and the margins: the master runs hot enough to clip on transcode, a little outdoor noise rides under the dialogue, and a handful of action shots land soft.

EXPOSURE 100/100 RHYTHM ASL 3.4s FILLERS 0/min LOUDNESS −11.7LUFS TRUE PEAK +3.4dBTP
YOUR PRIORITIES · 5 ADVISORIES

Fix these first, in this order.

Quick win = fast re-export tweak · Edit = fix in post · Shoot = may need a reshoot.

1
Quick winE · Loudness
True peak runs hot — it will clip on transcode

Peaks hit +3.4 dBTP, well over the −1 dBTP ceiling, and the mix sits at −11.7 LUFS (target −14). YouTube will turn it down and the inter-sample peaks can distort after re-encoding. This is the one genuine delivery defect in the file — and the easiest to fix.

How — Put a true-peak limiter at −1 dBTP on the master and aim for ~−14 LUFS integrated. One export setting fixes both.
whole mix
2
EditShootF · Audio quality
Background hiss rides under the dialogue

The noise floor sits around −26 dBFS — wind and handling noise under the voices. The genre threshold already grades this against outdoor capture (not a studio), so it's a watch, not a fail — but it's still audible.

How — A light broadband denoise pass (DaVinci Voice Isolation, iZotope RX, Adobe Enhance Speech). On set, a closer lav or a windjammer on the shotgun.
whole mix
3
ShootEditB · Sharpness
Some action shots land soft

37% of shots read soft. Much of it is atmospheric — blizzard haze, distant drone — and isn't held against you; but autofocus hunting on moving subjects and a few long-lens grabs genuinely miss focus.

How — Lock focus (or eye-AF) on the hero subject, cut the softest grabs, and a light unsharp pass lifts the borderline ones.
4
EditJ · Narrative
The hook under-promises, and there's no end card

The first 30 s run lighter on cuts than the body, and the video ends on a spoken line rather than a recap. The premise — a seven-day redemption after a failed attempt — is strong; the framing of it is what's soft.

How — Cold-open on the result/stakes in the first 10–15 s, and close with a recap + subscribe card.
5
EditA · Color
A cool cast over the snow

A 12% blue bias across the snow, plus some shot-to-shot drift. Most of the drift is expected over seven days and many locations — and isn't penalized — but the consistent cool cast is worth a touch of warmth.

How — Nudge the white balance warmer to fight the blue snow, and shot-match the indoor/outdoor cuts on the timeline.
STRENGTHS · KEEP DOING THIS

Reference-grade exposure

Mean luminance 59%, 0.5% blown highlights, 0.7% crushed shadows — bright snow handled cleanly with detail in both ends. Exposure, contrast and saturation all score 100.

Textbook composition

Subjects sit on the power points (9% off the thirds), clean 16:9 framing, no clutter. Composition scores a perfect 100 across the whole 32 minutes.

Relentless, clean rhythm

571 cuts, ASL 3.4 s, 17.7 cuts/min — fast but never frantic. And zero filler words across 5,676 spoken words: the delivery is tight.

CONTENT ANALYSIS

What the video is actually saying.

Strong premise, real stakes and clear day-by-day sections. The soft spots are a slow-building hook and a missing end card — the structure, not the substance.
Synopsis
A creator and five friends are dropped by helicopter into the frozen Arctic with only what's on their backs, and have to survive seven days — building snow shelters, riding out blizzards, fighting frostbite, and ice-fishing for food.
Message
Framed as redemption: "we failed our last survival video — this is my five friends' attempt to get it right."
Intended audience
Broad entertainment & survival-challenge viewers — big-budget stunt content, watched for stakes, peril and payoff.
Emotional arc
Opens on adrenaline and danger, settles into the grind of cold, hunger and frostbite, then lifts through small wins (a fire, two fish) to a triumphant Day 7 finish.
Themes
survivalendurancefriendshipredemptionthe arcticchallenge
Structure
Cold-open peril + a "coming up" teaser, then a day-by-day progression (the on-screen DAY 1–7 counters), closing on a spoken sign-off. No formal recap or end card.
Strengths
  • Genuine, escalating stakes (frostbite, last meal)
  • Strong cast chemistry and a clear redemption frame
Clichés spotted
  • "everything is going wrong" peril montage
  • constant stakes-raising voice-over
Ways to tighten it Land the core promise in the first 10–15 seconds (the helicopter drop is your strongest open — lead with it) · add a real outro: a recap + subscribe card instead of cutting on the last line · tighten the few longest speech gaps where music doesn't already carry the moment.
CHAPTER SUMMARY · 5 SECTIONS DETECTED
Ch.10:00–4:02Dropped in — build or freeze — the helicopter drop onto two feet of snow, then a race to dig a shelter before the cold sets in.
Ch.24:02–8:04Six of us, one shelter — the work splits up; Chandler shows early frostnip (white toes) and the group scrambles to warm him.
Ch.38:04–12:06Splitting up as the storm rolls in — teams separate to build and scout, and a blizzard is spotted moving in.
Ch.412:06–26:52Blizzard, hunger and the last meal — the long middle: riding out the storm, down to the last meal by Day 5, then ice-fishing for food.
Ch.526:52–32:15Two fish, Day 7, redemption — seven hours of fishing pays off, a fire and water go up, and they push through to "win the video."

Sections and their boundaries are auto-detected from cut density and audio energy; titles summarize the transcript of each span.

SCORES BY THEME · A–M

Thirteen themes, each on a 0–100 dial.

Exposure & Color
Brightness, contrast, white balance.
Sharpness & Technical
Focus and image quality.
Stability & Motion
Camera steadiness, movement.
Composition & Framing
Subject placement, framing.
Audio Loudness
Level & upload-standard compliance.
Audio Quality
Cleanliness, balance, noise.
Voice & Speech
Pace, fillers, silences.
Editing & Rhythm
Cuts, pacing, dynamics.
On-screen Text
Presence and legibility.
Narrative Structure
Hook, body, ending.
Platform & Metadata
Resolution, codec, aspect.
Accessibility & Safety
Captions, photosensitivity.
Overall Aesthetics
AI · overall artistic read.
STRUCTURE & RHYTHM

The whole video, on one timeline.

This frieze unrolls all 32 minutes left to right, from the real analysis. Top to bottom: alerts (moments to fix), structure (hook vs. body), editing rhythm (bars = cut density per 5 s), audio level, and which passages show a face to camera vs. b-roll.
Alerts
Structure
Rhythm
Sound
Face
0:006:2612:5319:2025:4732:15
Hook Face to camera B-roll Audio level Alert

Reading: hook 0:00–0:30 · no end card · 5 chapters · ASL 3.4 s · 571 cuts · 17% face to camera, 83% b-roll.

STORY-BOARD

One real, representative frame per section, extracted at the timestamp shown (clap-style hours:minutes:seconds:frames).

A team in cold-weather gear walks across deep snow as a helicopter takes off behind them
00:00:05:00
Helicopter drop-off
Two people inside a snow shelter, one in a red parka digging with a shovel
00:02:15:28
Carving the shelter
Overhead aerial of the team digging a pit into the snow to build a shelter
00:04:10:00
Digging in
Three people kneeling on a frozen lake drilling a fishing hole in a snowstorm
00:10:00:00
Ice-fishing in the storm
Close-up of a man lying in a sleeping bag inside a snow cave, looking at the camera
00:18:07:15
Holed up for the night
The group sitting together around a fire at dusk, warm light against the snow
00:28:00:00
Camp at dusk

Frames are pulled straight from the source file at each section's representative timestamp.

EVIDENCE · IMAGE

What it flagged — and what it didn't.

When the engine docks a score it captures the moment. It also tells deliberate style from a defect — the dynamic handheld here is read as intent, not penalized for this genre.

A small bush plane against a flat white sky, visibly soft and out of focus
00:16:56:08B · Sharpness
Soft focus — autofocus misses on some of the action shots.
Handheld shot of two people at an ice-fishing hole, captured mid-motion
00:24:48:25Not a defect
Dynamic handheld — read as run-and-gun style, not penalized for the genre.
A blue-tinted dusk frame with an on-screen DAY 4 counter graphic
00:11:45:17A · Color
Cold cast — white balance drifts 12% cool over the snow.
EVIDENCE · AUDIO

The signal behind the sound.

E · LOUDNESS WAVEFORM −11.7 LUFS · +3.4 dBTP
00:00EBU R128 · TARGET −14 · PEAK −132:15
G · VOICE & PACING
Speaking pace198 wpm
Filler words0 /min
Dead-air silences14 > 3s
Background floor−26 dBFS
TRANSCRIPTION · EXCERPT

Auto-transcribed locally (whisper). Language: ENGLISH · 5,754 words · 90% speech.

All we have to survive out here is what is currently on our backs.
We failed our last survival video — so this is my five friends' attempt at redemption.
See the dark right there? That means blizzard.
It's day five and we're down to our last meal.
After seven hours of fishing, we caught two fish.
That's how you win the video. Thanks for watching.
(+985 segments)
DETAILED ANALYSIS

Theme by theme, measure by measure.

Expand any theme for its individual measures, values, and the standards behind them. The blue "good to know" boxes explain the technical terms.

AExposure & Color88
Good
Exposure, highlights & shadows59% luma · 0.5% clipped · 0.7% crushed100

Bright snow handled with full detail at both ends — nothing blown, nothing crushed. Exposure, contrast and saturation all score a perfect 100.

Good to know Exposure is how much light is in the image — neither crushed (lost shadow detail) nor "blown" (white with no detail).
Watch
White balancecool (blue) cast 12%64

A consistent cool/blue bias across the snow. Some of it is the real Arctic light, but a touch of warmth would read truer.

Watch
Color consistencydrift 29%59

The grade shifts shot to shot — mostly expected across seven days and many locations, so it's graded as field content rather than a studio. Shot-matching the indoor/outdoor cuts would still tighten it.

BSharpness & Technical81
Watch
Out-of-focus shots37% of shots soft55

Much of the softness is atmospheric — blizzard haze, distant drone — and is tolerated for action content. The rest is AF hunting on moving subjects and a few long-lens grabs; lock focus on the hero subject or cut the softest.

Good to know "Out of focus" means the subject isn't sharp — often AF hunting on movement, or a missed manual pull.
Good
Compression artifactsblocking 3.4%100

Clean encode — no visible macroblocking on the 8×8 grid.

Good
Real definition (upscale?)~1080p effective / 1080p100

High-frequency detail confirms true 1080p — not an upscale.

CStability & Motion82
Info
Stabilitynot scored at this sample rate

On a 32-minute, 572-cut video the shared frame sample falls to ~0.15 fps — about 6 s between frames. At that spacing, frame-to-frame motion measures different shots, not camera shake, so the engine reports it instead of scoring it. Stability is read from motion fluidity and a level horizon.

Good to know Measuring true shake needs frames close together in time; on a long video, penalizing the sparse-sample number would be a false negative — so it isn't.
Info
Movement typeshoulder / handheld

Detected as run-and-gun handheld — fitting for the format, but it raises the bar on stabilization.

Good
Horizon level~−1.0°100

Horizon stays level — no persistent tilt.

EAudio Loudness71
Watch
Integrated loudness−11.7 LUFS (target −14)84

Mastered hot — about 2.3 LU over target. YouTube will normalize it down, which can squash a mix built around the louder level.

Good to know LUFS measures perceived loudness over the whole video. Platforms normalize toward −14 LUFS.
Fix
True peak+3.4 dBTP (max −1)0

Peaks push past 0 — inter-sample peaks can distort after the platform re-encodes. Put a true-peak limiter at −1 dBTP on the master.

Good to know True peak (dBTP) estimates the real peak between samples; over −1 risks clipping on transcode.
Good
Loudness range8.8 LU100

Healthy macro-dynamics for an action-driven cut.

FAudio Quality & Balance69
Watch
Background noise / hissfloor ~−26 dBFS38

Wind and handling noise sit under the voices. Graded against outdoor capture (not a studio), so it's a watch — but audible enough to be worth a light denoise pass.

Good to know The "noise floor" is the level of the quiet parts. Closer to silence (lower dBFS) is cleaner; outdoors it naturally sits higher.
Good
Stereo balance−0.0 dB100

Perfectly centered — no left/right imbalance.

GVoice & Speech84
Good
Speaking pace198 wpm · 90% speech90

Fast and energetic — the up-tempo delivery is the style of the format, and it stays clear. Graded for an action vlog rather than a slow tutorial.

Good to know Speaking pace is words per minute. ~140–180 reads as energetic-but-clear; a challenge vlog comfortably runs hotter.
Good
Filler words0 / 100 words100

No "um / like / you know" detected across 5,676 words — a genuinely tight delivery.

Watch
Silences / dead air14 pauses > 3s · longest 10s62

A few speech gaps run long. Most are carried by b-roll and music — so the threshold is relaxed for the format — but the longest one or two are worth tightening.

HEditing & Rhythm80
Good
Average shot lengthASL 3.4s · 571 cuts100

Right in the pocket for a vlog (2–5 s) — brisk and engaging without feeling frantic.

Good to know A "shot" is the span between two cuts. ASL is the average shot length — lower means a faster cut.
Watch
Hook density (0–30s)5 cuts in 30s68

The open is lighter on cuts than the body — densify the first 15–30 s to harden the promise.

Watch
Pacing progression+27% across thirds50

The cut keeps accelerating toward the end — effective, but it leaves the opening feeling slower by comparison.

JNarrative Structure72
Watch
Structure (hook · body · outro)weak hook · no clean end50

The premise is strong but the first 30 s under-promise, and the video cuts on a line instead of a real outro. Open on the result and close with a recap + card.

Good
Narrative sections5 clear sections detected100

The day-by-day structure reads as five distinct sections — the video is well-segmented and easy to follow. (Adding YouTube chapter markers on top would still help navigation.)

Good to know This measures detected narrative sections, not YouTube chapter markers — a clear, well-segmented arc, which this has.
Watch
Predicted retentionhook · variety · audio66

Strong shot variety and pace help; the soft hook and the dead-air gaps are the drags.

KPlatform & Metadata91
Good
Resolution & frame rate1920×1080 @ 29.97100

Standard and fully compliant for upload. (Analyzed from the 1080p stream of a 4K source.)

Good
Encoding (codec & bitrate)AV1 · 1.2 Mbps82

A modest bitrate, but AV1 is efficient and no artifacts are visible — perfectly acceptable.

MOverall Aesthetics80
AI
Overall impression80

Genuinely cinematic for the genre — aerial and drone work, golden-hour and dusk palettes, and real scale and survival tension. What keeps it from the top: the handheld shake, the soft-focus moments, and the cool cast over the snow.

Good to know Aesthetics is the one subjective read — an AI judgment of the overall artistic impression, kept separate from the measured themes.

Themes D (100), I (85) and L (100) scored well with no blocking advisories — collapsed for brevity in this example.

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