CohesionPriority
18 / 100
Standardize setup and lighting to reduce set-to-set drift.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-09-26T11:58:06Z
225.2
/ 300 total
Agency-ready
Confidence: 93 (High)
Pose Variety: 66.7 / 100
Lighting: 98 / 100
Cohesion: 18 / 100
Fashion Fit: 82 / 100
Palette: 19 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Cohesion (19) and Palette (20) 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
69 / 100
Moderate
2
Styling & Grooming
84 / 100
Strong
3
Silhouette & Line
61 / 100
Moderate
4
Cohesion & Palette
45 / 100
Priority
5
Final Readiness
75 / 100
Moderate
PalettePriority
19 / 100
Use tighter wardrobe color family and fixed white balance.
Estimated gain if improved: +24 pts
Pose ElongationPriority
37 / 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 casting energy toward a wardrobe separation-led finish, creating a coherent casting narrative.
Look 01
Casting | Score 78.2
Best trait: Grooming
Look 02
Casting | Score 74.6
Best trait: Wardrobe Separation
Look 03
Casting | Score 72.4
Best trait: Sharpness
Look 04
Casting | Score 70.9
Best trait: Exposure
Look 05
Casting | Score 56.5
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, moving from a composed first impression into a more assured, camera‑aware presence. 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, then The camera finds a three-quarter angle that delivers a clean beauty direction with precise grooming and camera-aware poise, then In this full body 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. 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.
75.1
avg score
Background
93.3
14.4%
Exposure
77.6
14.2%
Fashion Fit
82.2
13.9%
Sharpness
54.2
12.2%
Contrast
83.0
10.5%
Framing
40.9
9.2%
Grooming
89.0
7.5%
Skin Readiness
95.7
6.7%
Wardrobe Separation
64.4
5.4%
Makeup Finish
90.3
3.8%
Silhouette Line
51.7
1.5%
Pose Elongation
37.6
0.5%
Pose Variety
Score: 66.7 / 100
Missing types: headshot
Fashion Fit & Posture
Fashion fit score: 82 / 100
Posture score: 72 / 100
Average subject coverage: 39.0%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: 89 / 100
Skin readiness: 95 / 100
Makeup finish: 90 / 100
Hair/face occlusion control: 85 / 100
Face shine control: 92 / 100
Wardrobe/background separation: 64 / 100
Silhouette & Line
Silhouette line score: 51 / 100
Pose elongation score: 37 / 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: 38 / 100
Category Fit
Beauty (Best Fit)
70.4 / 100
Editorial
70.0 / 100
Ecommerce
68.0 / 100
Commercial
64.1 / 100
Beauty (Best Fit)
70.4
Lead +0.4
Editorial
70.0
Gap -0.4
Ecommerce
68.0
Gap -2.4
Commercial
64.1
Gap -6.3
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
78
89
100
96
41
11
60
100
Photo 5
74
51
N/A
N/A
54
74
37
91
Photo 4
72
98
97
97
65
63
30
75
Photo 2
70
79
77
94
37
9
46
100
Photo 3
56
93
80
94
59
28
30
20
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
90 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
51 / 100
Shape clarity and line readability
Pose Elongation
Priority
37 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 39.2
Palette Temperatureavg 54.6
Subject Separationavg 64.4
Lighting & Cohesion
Lighting quality: 98 / 100
Background edge density: 1.6%
Palette consistency: 19 / 100
Hue variance: 50.4 deg
Temperature variance: 0.190
Cohesion score: 18 / 100
Lighting, background, or palette varies across the set.
Coach Feedback
- Use longer posture and camera angle adjustments to create a more elongated line.
- Center the subject and keep consistent headroom.
- Refine silhouette line with stronger posture and clearer garment shape.
- Increase sharpness by using steady camera and good light.
- Increase contrast between outfit and background to define shape more clearly.
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
- Keep consistent headroom and avoid cutting off hands or feet
- Stabilize the camera and ensure sharp focus on the face
- Avoid oversized outfits; choose clean, form‑fitting basics
- Avoid collapsing the torso; keep neck long and silhouette open to camera
- Use higher resolution photos for better clarity
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
18
Cohesion
Priority
18 / 100
82
Fashion Fit
Strong
82 / 100
19
Palette
Priority
19 / 100
Pose Variety
66 / 100
Lighting
98 / 100
Cohesion
18 / 100
Fashion Fit
82 / 100
Palette
19 / 100
Priority Order For Next Shoot
- Cohesion: 18 / 100
- Palette: 19 / 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.
