CohesionPriority
27 / 100
Standardize setup and lighting to reduce set-to-set drift.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-02-13T13:38:42Z
212.9
/ 300 total
Agency-ready
Confidence: 81 (High)
Pose Variety: 66.7 / 100
Lighting: 98 / 100
Cohesion: 27 / 100
Fashion Fit: 80 / 100
Palette: 29 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Cohesion (28) and Palette (30) to lift overall readiness and tighten casting consistency. Best current strength: Lighting (99). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
59 / 100
Priority
2
Styling & Grooming
81 / 100
Strong
3
Silhouette & Line
61 / 100
Moderate
4
Cohesion & Palette
52 / 100
Priority
5
Final Readiness
70 / 100
Moderate
PalettePriority
29 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +24 pts
Pose ElongationPriority
35 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +24 pts
All Photos
Cinematic Story Strip
The sequence moves from fashion energy toward a background-led finish, creating a coherent casting narrative.
Look 01
Fashion | Score 84.0
Best trait: Grooming
Look 02
Fashion | Score 70.0
Best trait: Fashion Fit
Look 03
Ecommerce | Score 58.9
Best trait: Background
Look 04
Fashion | Score 57.5
Best trait: Contrast
Look 05
Fashion | Score 55.8
Best trait: Background
Scouting Agent Report
This series reads like a quiet fashion narrative,The set plays as a confident casting story,There is a clean, modern arc running through these frames, with a editorial-leaning sensibility and styling restraint that keeps the focus on silhouette and expression, moving from a composed first impression into a more assured, camera‑aware presence. The story threads through the set as follows: This three-quarter frame introduces a developmental mood with clean lines and a modern casting feel, then A three-quarter view leans into a developmental attitude, with shape and proportion reading clearly, then The camera finds a full body angle that carries a developmental polish with a deliberate silhouette and camera‑aware energy, then In this unknown composition introduces a developmental mood with clean lines and a modern casting feel, then This three-quarter portrait leans into a editorial attitude, with shape and proportion reading clearly, then A full body framing carries a developmental polish with a deliberate silhouette and camera‑aware energy. Overall, it suggests a model who can deliver a brief with polish while still leaving room for refinement in precision and finish.
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
71.0
avg score
Background
98.7
17.1%
Sharpness
60.5
15.2%
Fashion Fit
80.4
15.2%
Contrast
79.4
11.2%
Framing
36.6
9.2%
Grooming
84.7
8.0%
Skin Readiness
95.4
7.5%
Exposure
24.4
5.0%
Wardrobe Separation
51.0
4.8%
Makeup Finish
96.5
4.6%
Silhouette Line
55.0
1.7%
Pose Elongation
35.8
0.6%
Pose Variety
Score: 66.7 / 100
Missing types: headshot
Fashion Fit & Posture
Fashion fit score: 80 / 100
Posture score: 76 / 100
Average subject coverage: 46.9%
Images with limb cutoff risk: 3
Styling & Grooming
Grooming score: 84 / 100
Skin readiness: 95 / 100
Makeup finish: 96 / 100
Hair/face occlusion control: 69 / 100
Face shine control: 100 / 100
Wardrobe/background separation: 51 / 100
Silhouette & Line
Silhouette line score: 55 / 100
Pose elongation score: 35 / 100
Use these scores to tune posture and camera height for cleaner proportions.
Face & Expression
Eye openness score: 100 / 100
Expression balance: 0 / 100
Face angle stability: 42 / 100
Category Fit
Editorial (Best Fit)
65.9 / 100
Beauty
65.7 / 100
Ecommerce
62.1 / 100
Commercial
58.2 / 100
Editorial (Best Fit)
65.9
Lead +0.2
Beauty
65.7
Gap -0.2
Ecommerce
62.1
Gap -3.8
Commercial
58.2
Gap -7.7
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 5
84
89
100
96
44
9
30
100
Photo 4
70
100
N/A
N/A
47
N/A
50
41
Photo 1
58
59
73
94
68
60
36
0
Photo 2
57
68
65
92
55
26
27
0
Photo 3
55
78
84
96
56
54
24
0
Photo 6
52
85
100
97
58
28
50
5
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
95 / 100
Skin camera-readiness and tone stability
Makeup Finish
Strong
96 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
55 / 100
Shape clarity and line readability
Pose Elongation
Priority
35 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 33.4
Palette Temperatureavg 62.2
Subject Separationavg 51.0
Lighting & Cohesion
Lighting quality: 98 / 100
Background edge density: 1.1%
Palette consistency: 29 / 100
Hue variance: 62.2 deg
Temperature variance: 0.058
Cohesion score: 27 / 100
Lighting, background, or palette varies across the set.
Dominant style: Fashion
Coach Feedback
- Avoid overexposed highlights and deep shadows.
- Use longer posture and camera angle adjustments to create a more elongated line.
- Center the subject and keep consistent headroom.
- Increase contrast between outfit and background to define shape more clearly.
- Refine silhouette line with stronger posture and clearer garment shape.
What to Keep
- Makeup finish appears even and controlled, with clean presentation on camera.
- Keep lighting soft and even across the face.
- Maintain simple styling and clean backgrounds.
Reshoot Checklist
- Use soft, even light to avoid harsh shadows or blown highlights
- Keep consistent headroom and avoid cutting off hands or feet
- Tap to focus on the eyes before taking the shot
- Lengthen posture and engage core to create cleaner fashion lines
- Stick to solid colors to highlight your proportions
How To Read Your Metrics
Use this dashboard as your decision map: high values show what is production-ready, while lower values show what to improve first. Start with the three lowest metrics and retest after your next shoot set.
66
Pose Variety
Moderate
66 / 100
98
Lighting
Strong
98 / 100
27
Cohesion
Priority
27 / 100
80
Fashion Fit
Strong
80 / 100
29
Palette
Priority
29 / 100
Pose Variety
66 / 100
Lighting
98 / 100
Cohesion
27 / 100
Fashion Fit
80 / 100
Palette
29 / 100
Priority Order For Next Shoot
- Cohesion: 27 / 100
- Palette: 29 / 100
- Pose Variety: 66 / 100
Pose Variety
What it means: Measures range of framing types and visual variation across the set.
How to improve: Add headshot, three-quarter, and full-body with clearly different body lines.
Lighting
What it means: Measures highlight/shadow balance and face readability.
How to improve: Use soft front-side light and keep exposure consistent across frames.
Cohesion
What it means: Measures how consistent your set feels in light, background, and color.
How to improve: Keep location, white balance, and setup similar when shooting the sequence.
Fashion Fit
What it means: Measures silhouette strength, posture quality, and framing of body lines.
How to improve: Lengthen posture, keep line clean, and avoid cramped composition.
Palette
What it means: Measures color harmony and tone consistency across photos.
How to improve: Use coordinated wardrobe tones and stable color temperature.
