PalettePriority
40 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +23 pts
Photo Readiness Report
Generated: 2026-05-07T20:16:30Z
150.4
/ 300 total
Agency-ready
Confidence: 90 (High)
Pose Variety: 66.7 / 100
Lighting: 100 / 100
Cohesion: 44 / 100
Fashion Fit: 92 / 100
Palette: 40 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Palette (40) and Cohesion (45) 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
71 / 100
Moderate
2
Styling & Grooming
87 / 100
Strong
3
Silhouette & Line
65 / 100
Moderate
4
Cohesion & Palette
61 / 100
Moderate
5
Final Readiness
75 / 100
Moderate
CohesionPriority
44 / 100
Standardize setup and lighting to reduce set-to-set drift.
Estimated gain if improved: +21 pts
Pose ElongationPriority
46 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +20 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 89.8
Best trait: Wardrobe Separation
Look 02
Editorial | Score 60.7
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 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 full body 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. The collection feels bookable and cohesive, with just enough range to keep a casting director engaged.
Score Breakdown
Score Composition
Weighted contribution of each metric to overall readiness.
75.2
avg score
Sharpness
70.1
14.9%
Fashion Fit
92.5
14.7%
Background
85.1
12.4%
Framing
57.2
12.1%
Exposure
65.6
11.3%
Contrast
81.6
9.7%
Grooming
88.3
7.0%
Skin Readiness
95.0
6.3%
Wardrobe Separation
70.1
5.6%
Makeup Finish
97.7
3.9%
Silhouette Line
53.0
1.4%
Pose Elongation
46.0
0.6%
Pose Variety
Score: 66.7 / 100
Missing types: headshot
Fashion Fit & Posture
Fashion fit score: 92 / 100
Posture score: 70 / 100
Average subject coverage: 45.7%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: 88 / 100
Skin readiness: 94 / 100
Makeup finish: 97 / 100
Hair/face occlusion control: 76 / 100
Face shine control: 100 / 100
Wardrobe/background separation: 70 / 100
Silhouette & Line
Silhouette line score: 52 / 100
Pose elongation score: 46 / 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: 51 / 100
Category Fit
Beauty (Best Fit)
74.6 / 100
Editorial
73.7 / 100
Ecommerce
73.3 / 100
Commercial
70.4 / 100
Beauty (Best Fit)
74.6
Lead +0.9
Editorial
73.7
Gap -0.9
Ecommerce
73.3
Gap -1.3
Commercial
70.4
Gap -4.2
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 2
89
87
N/A
N/A
47
55
84
100
Photo 1
60
98
88
94
58
36
30
31
Skin, Makeup & Silhouette Dashboard
Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness
Strong
94 / 100
Skin camera-readiness and tone stability
Makeup Finish
Strong
97 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
52 / 100
Shape clarity and line readability
Pose Elongation
Priority
46 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 33.9
Palette Temperatureavg 75.0
Subject Separationavg 70.1
Lighting & Cohesion
Lighting quality: 100 / 100
Background edge density: 2.6%
Palette consistency: 40 / 100
Hue variance: 10.0 deg
Temperature variance: 0.173
Cohesion score: 44 / 100
Lighting, background, or palette varies across the set.
Dominant style: Editorial
Coach Feedback
- Use longer posture and camera angle adjustments to create a more elongated line.
- Refine silhouette line with stronger posture and clearer garment shape.
- Center the subject and keep consistent headroom.
- Avoid overexposed highlights and deep shadows.
- Clarify silhouette lines with stronger pose structure and cleaner garment drape.
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
- Shoot in diffused daylight (near a window) for smoother skin tones
- Frame the subject centrally and keep the full silhouette visible
- Lengthen posture and engage core to create cleaner fashion lines
- Avoid oversized outfits; choose clean, form‑fitting basics
- Use diffused frontal light to reduce uneven texture and harsh under-eye shadows
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
44
Cohesion
Priority
44 / 100
92
Fashion Fit
Strong
92 / 100
40
Palette
Priority
40 / 100
Pose Variety
66 / 100
Lighting
100 / 100
Cohesion
44 / 100
Fashion Fit
92 / 100
Palette
40 / 100
Priority Order For Next Shoot
- Palette: 40 / 100
- Cohesion: 44 / 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.
