Fashion FitPriority
48 / 100
Improve posture rhythm and keep full silhouette readable.
Estimated gain if improved: +19 pts
Photo Readiness Report
Generated: 2026-05-07T19:46:38Z
232.4
/ 300 total
Agency-ready
Confidence: 96 (High)
Pose Variety: 66.7 / 100
Lighting: 100 / 100
Cohesion: 68 / 100
Fashion Fit: 48 / 100
Palette: 66 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Fashion Fit (48) and Pose Variety (67) to lift overall readiness and tighten casting consistency. Best current strength: Lighting (100). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
86 / 100
Strong
2
Styling & Grooming
89 / 100
Strong
3
Silhouette & Line
41 / 100
Priority
4
Cohesion & Palette
78 / 100
Moderate
5
Final Readiness
77 / 100
Moderate
Pose ElongationPriority
53 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +17 pts
Silhouette LineModerate
64 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +12 pts
All Photos
Cinematic Story Strip
The sequence moves from sensual energy toward a exposure-led finish, creating a coherent casting narrative.
Look 01
Sensual | Score 90.7
Best trait: Wardrobe Separation
Look 02
Sensual | Score 88.1
Best trait: Wardrobe Separation
Look 03
Ecommerce | Score 53.6
Best trait: Exposure
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 e-commerce-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 reads clean and sellable, with product and body shape staying clear in frame, then A headshot view keeps a practical commercial feel, where fit and proportion remain easy to evaluate, then The camera finds a headshot angle that presents a straightforward market-ready read with clear silhouette separation. 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.
77.5
avg score
Exposure
100.0
16.4%
Sharpness
80.9
16.3%
Background
99.9
13.8%
Contrast
98.5
11.2%
Framing
51.9
10.5%
Grooming
99.2
7.5%
Fashion Fit
48.2
7.3%
Skin Readiness
92.1
5.8%
Wardrobe Separation
71.8
5.4%
Makeup Finish
94.8
3.6%
Silhouette Line
64.6
1.6%
Pose Elongation
53.0
0.7%
Pose Variety
Score: 66.7 / 100
Missing types: full_body
Fashion Fit & Posture
Fashion fit score: 48 / 100
Posture score: 0 / 100
Average subject coverage: 37.6%
Images with limb cutoff risk: 1
Styling & Grooming
Grooming score: 99 / 100
Skin readiness: 92 / 100
Makeup finish: 94 / 100
Hair/face occlusion control: 100 / 100
Face shine control: 98 / 100
Wardrobe/background separation: 71 / 100
Silhouette & Line
Silhouette line score: 64 / 100
Pose elongation score: 53 / 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: 37 / 100
Category Fit
Ecommerce (Best Fit)
80.0 / 100
Editorial
77.8 / 100
Beauty
76.8 / 100
Commercial
76.2 / 100
Ecommerce (Best Fit)
80.0
Lead +2.2
Editorial
77.8
Gap -2.2
Beauty
76.8
Gap -3.2
Commercial
76.2
Gap -3.8
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 3
90
56
99
93
84
69
81
100
Photo 2
88
53
99
90
87
90
69
100
Photo 1
53
34
N/A
N/A
21
0
4
100
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
Strong
94 / 100
Finish consistency and hotspot control
Silhouette Line
Moderate
64 / 100
Shape clarity and line readability
Pose Elongation
Priority
53 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 51.4
Palette Temperatureavg 78.0
Subject Separationavg 71.8
Lighting & Cohesion
Lighting quality: 100 / 100
Background edge density: 2.0%
Palette consistency: 66 / 100
Hue variance: 26.0 deg
Temperature variance: 0.043
Cohesion score: 68 / 100
Lighting, background, or palette varies across the set.
Dominant style: Sensual
Coach Feedback
- Strengthen body line and silhouette so the pose reads more fashion-forward.
- 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.
- Improve posture and line so silhouettes read stronger in fashion framing.
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
- Frame the subject centrally and keep the full silhouette visible
- Stick to solid colors to highlight your proportions
- Shift weight intentionally and keep shoulders relaxed for stronger pose energy
- Avoid oversized outfits; choose clean, form‑fitting basics
- Avoid collapsing the torso; keep neck long and silhouette open to camera
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
68
Cohesion
Moderate
68 / 100
48
Fashion Fit
Priority
48 / 100
66
Palette
Moderate
66 / 100
Pose Variety
66 / 100
Lighting
100 / 100
Cohesion
68 / 100
Fashion Fit
48 / 100
Palette
66 / 100
Priority Order For Next Shoot
- Fashion Fit: 48 / 100
- Pose Variety: 66 / 100
- Palette: 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.
