Pose ElongationPriority
0 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +24 pts
Photo Readiness Report
Generated: 2026-08-14T09:10:09Z
155.3
/ 300 total
Agency-ready
Confidence: 96 (High)
Pose Variety: 66.7 / 100
Lighting: 94 / 100
Cohesion: 80 / 100
Fashion Fit: 90 / 100
Palette: 84 / 100
Executive Summary
Good base set with clear potential and visible strengths. Focus next on Pose Variety (67) and Cohesion (81) to lift overall readiness and tighten casting consistency. Best current strength: Lighting (94). Use this as the visual anchor for your next retake.
Visual Snapshot
1
Capture Quality
77 / 100
Moderate
2
Styling & Grooming
85 / 100
Strong
3
Silhouette & Line
53 / 100
Priority
4
Cohesion & Palette
86 / 100
Strong
5
Final Readiness
77 / 100
Moderate
Silhouette LinePriority
40 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +23 pts
GroomingModerate
70 / 100
Keep hair and face zones consistent across the full set.
Estimated gain if improved: +9 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 78.8
Best trait: Wardrobe Separation
Look 02
Casting | Score 76.6
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 e-commerce-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 reads clean and sellable, with product and body shape staying clear in frame, then A three-quarter view keeps a practical commercial feel, where fit and proportion remain easy to evaluate. 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.
77.7
avg score
Sharpness
91.7
18.9%
Background
100.0
14.2%
Fashion Fit
90.5
14.0%
Contrast
100.0
11.6%
Framing
45.4
9.4%
Exposure
52.5
8.8%
Wardrobe Separation
100.0
7.7%
Skin Readiness
95.1
6.1%
Grooming
70.1
5.4%
Makeup Finish
75.5
2.9%
Silhouette Line
40.6
1.0%
Pose Elongation
0.0
0.0%
Pose Variety
Score: 66.7 / 100
Missing types: headshot
Fashion Fit & Posture
Fashion fit score: 90 / 100
Posture score: 84 / 100
Average subject coverage: 72.2%
Images with limb cutoff risk: 0
Styling & Grooming
Grooming score: 70 / 100
Skin readiness: 95 / 100
Makeup finish: 75 / 100
Hair/face occlusion control: 66 / 100
Face shine control: 73 / 100
Wardrobe/background separation: 100 / 100
Silhouette & Line
Silhouette line score: 40 / 100
Pose elongation score: 0 / 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: 60 / 100
Category Fit
Ecommerce (Best Fit)
75.4 / 100
Editorial
74.7 / 100
Beauty
73.9 / 100
Commercial
72.0 / 100
Ecommerce (Best Fit)
75.4
Lead +0.7
Editorial
74.7
Gap -0.7
Beauty
73.9
Gap -1.5
Commercial
72.0
Gap -3.4
Per-Photo Heat Grid
Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 2
78
84
73
95
41
0
48
70
Photo 1
76
96
66
94
39
0
42
34
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
Moderate
75 / 100
Finish consistency and hotspot control
Silhouette Line
Priority
40 / 100
Shape clarity and line readability
Pose Elongation
Priority
0 / 100
Perceived line length and body geometry
Cohesion Timeline
Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 55.1
Palette Temperatureavg 86.5
Subject Separationavg 100.0
Lighting & Cohesion
Lighting quality: 94 / 100
Background edge density: 0.8%
Palette consistency: 84 / 100
Hue variance: 9.3 deg
Temperature variance: 0.043
Cohesion score: 80 / 100
Lighting, background, and palette are consistent across the set.
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
- Color palette stays coherent across images, which strengthens the book.
- 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
- Include headshot, 3/4, and full-body framing with consistent headroom
- Avoid oversized outfits; choose clean, form‑fitting basics
- Tuck hair behind the ears so facial features are visible
- Lengthen posture and engage core to create cleaner fashion lines
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
94
Lighting
Strong
94 / 100
80
Cohesion
Strong
80 / 100
90
Fashion Fit
Strong
90 / 100
84
Palette
Strong
84 / 100
Pose Variety
66 / 100
Lighting
94 / 100
Cohesion
80 / 100
Fashion Fit
90 / 100
Palette
84 / 100
Priority Order For Next Shoot
- Pose Variety: 66 / 100
- Cohesion: 80 / 100
- Palette: 84 / 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.
