CohesionPriority
20 / 100
Standardize setup and lighting to reduce set-to-set drift.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-03-07T14:26:04Z
229.9
/ 300 total
Agency-ready
Confidence: 94 (High)
Pose Variety: 100.0 / 100
Lighting: 99 / 100
Cohesion: 20 / 100
Fashion Fit: 86 / 100
Palette: 34 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Cohesion (20) and Palette (34) to lift overall readiness and tighten casting consistency. Best current strength: Pose Variety (100). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
71 / 100
Moderate
2
Styling & Grooming
66 / 100
Moderate
3
Silhouette & Line
61 / 100
Moderate
4
Cohesion & Palette
51 / 100
Priority
5
Final Readiness
76 / 100
Moderate
PalettePriority
34 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +24 pts
Pose ElongationPriority
42 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +22 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 86.9
Best trait: Sharpness
Look 02
Fashion | Score 73.3
Best trait: Wardrobe Separation
Look 03
Sensual | Score 69.8
Best trait: Wardrobe Separation
Look 04
Sensual | Score 61.1
Best trait: Sharpness
Look 05
Beauty | Score 59.0
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, where the mood deepens as the sequence unfolds and the line becomes more intentional. The story threads through the set as follows: This three-quarter frame introduces a editorial 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 headshot angle that carries a developmental polish with a deliberate silhouette and camera‑aware energy, then In this full body composition introduces a developmental mood with clean lines and a modern casting feel, then This three-quarter portrait leans into a developmental attitude, with shape and proportion reading clearly. 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.
76.6
avg score
Sharpness
75.2
17.3%
Fashion Fit
86.1
14.9%
Contrast
97.6
12.6%
Background
79.3
12.6%
Exposure
66.4
12.4%
Framing
38.2
8.8%
Skin Readiness
88.1
6.3%
Wardrobe Separation
61.4
5.3%
Grooming
60.7
5.2%
Makeup Finish
55.7
2.4%
Silhouette Line
52.5
1.5%
Pose Elongation
42.6
0.6%
Pose Variety
Score: 100.0 / 100
Missing types: None
Fashion Fit & Posture
Fashion fit score: 86 / 100
Posture score: 65 / 100
Average subject coverage: 44.6%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: 60 / 100
Skin readiness: 88 / 100
Makeup finish: 55 / 100
Hair/face occlusion control: 86 / 100
Face shine control: 34 / 100
Wardrobe/background separation: 61 / 100
Silhouette & Line
Silhouette line score: 52 / 100
Pose elongation score: 42 / 100
Use these scores to tune posture and camera height for cleaner proportions.
Face & Expression
Eye openness score: 100 / 100
Expression balance: 54 / 100
Face angle stability: 50 / 100
Category Fit
Editorial (Best Fit)
75.6 / 100
Beauty
72.4 / 100
Ecommerce
65.7 / 100
Commercial
65.5 / 100
Editorial (Best Fit)
75.6
Lead +3.2
Beauty
72.4
Gap -3.2
Ecommerce
65.7
Gap -9.9
Commercial
65.5
Gap -10.1
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
86
93
N/A
N/A
31
0
70
100
Photo 2
73
94
93
91
54
43
30
33
Photo 3
69
54
69
96
52
46
30
100
Photo 5
61
96
29
71
47
41
30
83
Photo 4
58
91
50
92
76
81
30
15
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
88 / 100
Skin camera-readiness and tone stability
Makeup Finish
Priority
55 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
52 / 100
Shape clarity and line readability
Pose Elongation
Priority
42 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 58.9
Palette Temperatureavg 86.0
Subject Separationavg 61.4
Lighting & Cohesion
Lighting quality: 99 / 100
Background edge density: 3.4%
Palette consistency: 34 / 100
Hue variance: 54.3 deg
Temperature variance: 0.071
Cohesion score: 20 / 100
Lighting, background, or palette varies across the set.
Dominant style: Fashion
Coach Feedback
- Center the subject and keep consistent headroom.
- Use longer posture and camera angle adjustments to create a more elongated line.
- Refine silhouette line with stronger posture and clearer garment shape.
- Aim for an even makeup finish to control shine and maintain tonal consistency.
- Refine grooming: keep hair controlled and reduce skin shine on key areas.
What to Keep
- Keep lighting soft and even across the face.
- Maintain simple styling and clean backgrounds.
- Keep expression natural and camera-aware.
Reshoot Checklist
- Avoid direct overhead light; keep the light source in front of you
- Frame the subject centrally and keep the full silhouette visible
- Use natural makeup with matte finishes to reduce shine
- Lengthen posture and engage core to create cleaner fashion lines
- Avoid hair covering the eyes or jawline
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.
100
Pose Variety
Strong
100 / 100
99
Lighting
Strong
99 / 100
20
Cohesion
Priority
20 / 100
86
Fashion Fit
Strong
86 / 100
34
Palette
Priority
34 / 100
Pose Variety
100 / 100
Lighting
99 / 100
Cohesion
20 / 100
Fashion Fit
86 / 100
Palette
34 / 100
Priority Order For Next Shoot
- Cohesion: 20 / 100
- Palette: 34 / 100
- Fashion Fit: 86 / 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.
