PalettePriority
36 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-03-10T09:40:55Z
241.2
/ 300 total
Agency-ready
Confidence: 92 (High)
Pose Variety: 66.7 / 100
Lighting: 100 / 100
Cohesion: 37 / 100
Fashion Fit: 80 / 100
Palette: 36 / 100
Executive Summary
Strong submission profile with solid readiness signals. Keep this level of consistency while refining the two lowest metrics for a sharper and more selective final cut. Best current strength: Lighting (100). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
73 / 100
Moderate
2
Styling & Grooming
83 / 100
Strong
3
Silhouette & Line
63 / 100
Moderate
4
Cohesion & Palette
58 / 100
Priority
5
Final Readiness
80 / 100
Strong
CohesionPriority
37 / 100
Standardize setup and lighting to reduce set-to-set drift.
Estimated gain if improved: +24 pts
Pose ElongationPriority
40 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +23 pts
All Photos
Cinematic Story Strip
The sequence moves from fashion energy toward a wardrobe separation-led finish, creating a coherent casting narrative.
Look 01
Fashion | Score 83.0
Best trait: Wardrobe Separation
Look 02
Beauty | Score 80.2
Best trait: Wardrobe Separation
Look 03
Fashion | Score 78.0
Best trait: Wardrobe Separation
Look 04
Ecommerce | Score 76.9
Best trait: Wardrobe Separation
Look 05
Ecommerce | Score 71.9
Best trait: Wardrobe Separation
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 beauty-leaning sensibility and styling restraint that keeps the focus on silhouette and expression, with a gentle escalation in attitude that feels styled and market‑ready. The story threads through the set as follows: This three-quarter frame emphasizes facial detail with a beauty-focused polish and controlled composition, then A three-quarter view carries a beauty-led tone, where skin finish and eye clarity define the impact, then The camera finds a full body angle that delivers a clean beauty direction with precise grooming and camera-aware poise, then In this three-quarter composition emphasizes facial detail with a beauty-focused polish and controlled composition, then This three-quarter portrait carries a beauty-led tone, where skin finish and eye clarity define the impact, then A three-quarter framing delivers a clean beauty direction with precise grooming and camera-aware poise, then This three-quarter frame emphasizes facial detail with a beauty-focused polish and controlled composition, then A three-quarter view carries a beauty-led tone, where skin finish and eye clarity define the impact. It lands as a sellable capsule with a clear point of view and a professional, agency‑ready energy.
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
80.4
avg score
Background
97.5
14.7%
Exposure
80.4
14.3%
Fashion Fit
80.5
13.2%
Sharpness
58.4
12.8%
Contrast
92.9
11.4%
Framing
37.3
8.2%
Wardrobe Separation
98.9
8.1%
Skin Readiness
92.6
6.3%
Grooming
73.5
6.0%
Makeup Finish
70.1
2.9%
Silhouette Line
54.1
1.5%
Pose Elongation
40.9
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: 45.6%
Images with limb cutoff risk: 2
Styling & Grooming
Grooming score: 73 / 100
Skin readiness: 92 / 100
Makeup finish: 70 / 100
Hair/face occlusion control: 91 / 100
Face shine control: 55 / 100
Wardrobe/background separation: 98 / 100
Silhouette & Line
Silhouette line score: 54 / 100
Pose elongation score: 40 / 100
Use these scores to tune posture and camera height for cleaner proportions.
Face & Expression
Eye openness score: 100 / 100
Expression balance: 40 / 100
Face angle stability: 59 / 100
Category Fit
Beauty (Best Fit)
74.3 / 100
Editorial
73.5 / 100
Ecommerce
71.4 / 100
Commercial
68.1 / 100
Beauty (Best Fit)
74.3
Lead +0.8
Editorial
73.5
Gap -0.8
Ecommerce
71.4
Gap -2.9
Commercial
68.1
Gap -6.2
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 3
83
68
97
87
66
90
29
100
Photo 2
80
96
50
94
45
0
36
83
Photo 6
77
93
27
89
56
73
30
100
Photo 5
76
81
N/A
N/A
30
0
70
97
Photo 7
71
81
74
93
46
8
37
100
Photo 8
70
79
N/A
N/A
48
33
8
51
Photo 1
64
54
100
97
62
28
55
74
Photo 4
58
87
91
94
75
92
30
36
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
92 / 100
Skin camera-readiness and tone stability
Makeup Finish
Moderate
70 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
54 / 100
Shape clarity and line readability
Pose Elongation
Priority
40 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 50.6
Palette Temperatureavg 57.7
Subject Separationavg 98.9
Lighting & Cohesion
Lighting quality: 100 / 100
Background edge density: 1.7%
Palette consistency: 36 / 100
Hue variance: 45.1 deg
Temperature variance: 0.095
Cohesion score: 37 / 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.
- Increase sharpness by using steady camera and good light.
- Use higher resolution photos for better results.
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
- Include headshot, 3/4, and full-body framing with consistent headroom
- Tap to focus on the eyes before taking the shot
- Stick to solid colors to highlight your proportions
- Use natural makeup with matte finishes to reduce shine
- Keep hair neat and away from the face to maintain sharpness
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
100
Lighting
Strong
100 / 100
37
Cohesion
Priority
37 / 100
80
Fashion Fit
Strong
80 / 100
36
Palette
Priority
36 / 100
Pose Variety
66 / 100
Lighting
100 / 100
Cohesion
37 / 100
Fashion Fit
80 / 100
Palette
36 / 100
Priority Order For Next Shoot
- Palette: 36 / 100
- Cohesion: 37 / 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.
