BModel

Photo Readiness Report

Generated: 2026-03-18T13:13:21Z
72.5
/ 300 total
Agency-ready
Confidence: 100 (High)
Credits: 1
Pose Variety: 33.3 / 100
Lighting: 97 / 100
Cohesion: 100 / 100
Fashion Fit: 87 / 100
Palette: 100 / 100

Executive Summary

Good base set with clear potential and visible strengths. Focus next on Pose Variety (33) and Fashion Fit (87) to lift overall readiness and tighten casting consistency. Best current strength: Cohesion (100). Use this as the visual anchor for your next retake.

Visual Snapshot

SharpnessExposureFramingBackgroundFashion FitGroomingSkinSilhouette
1
Capture Quality
66 / 100
Moderate
2
Styling & Grooming
86 / 100
Strong
3
Silhouette & Line
67 / 100
Moderate
4
Cohesion & Palette
99 / 100
Strong
5
Final Readiness
72 / 100
Moderate
Silhouette LinePriority
57 / 100
Refine body angles and garment structure for cleaner line.
Estimated gain if improved: +15 pts
Pose ElongationModerate
63 / 100
Adjust camera height and stance for longer body geometry.
Estimated gain if improved: +12 pts
GroomingModerate
72 / 100
Keep hair and face zones consistent across the full set.
Estimated gain if improved: +8 pts

All Photos

Photo
Score 72.5
Confidence 100 (High)
Fashion fit 87.3 / 100
Subject coverage 14.2%
Posture 61.9 / 100
Limb cutoffs 0 point(s)
Grooming 72.9 / 100
Shine control 80.6 / 100
Wardrobe/background separation 100.0 / 100
Skin readiness 93.6 / 100
Makeup finish 79.5 / 100
Silhouette line 58.0 / 100
Pose elongation 63.8 / 100
Good candidate for your top selection.
Style Fashion (0.85) | Commercial (0.75)
This three-quarter frame emphasizes facial detail with a beauty-focused polish and controlled composition. Light falls cleanly across the face, keeping skin tone luminous without flattening structure. There is a composed, camera‑aware presence that feels bookable and on‑brief. Compared with the previous frame, this image feels as the opening statement and strengthens close-up storytelling.

Cinematic Story Strip

A refined visual sequence of your strongest frames.
Head crop look 1 Body crop look 1
Look 01
Fashion | Score 72.5
Best trait: Wardrobe Separation

Score Breakdown

Sharpness
100.0 / 100
Exposure
100.0 / 100
Contrast
100.0 / 100
Framing
30.0 / 100
Background
0.0 / 100
Fashion Fit
87.3 / 100
Grooming
72.9 / 100
Wardrobe Separation
100.0 / 100
Skin Readiness
93.6 / 100
Makeup Finish
79.5 / 100
Silhouette Line
58.0 / 100
Pose Elongation
63.8 / 100

Score Composition

Weighted contribution of each metric to overall readiness.
72.5
avg score
Sharpness 100.0 22.1%
Exposure 100.0 17.9%
Fashion Fit 87.3 14.4%
Contrast 100.0 12.4%
Wardrobe Separation 100.0 8.3%
Framing 30.0 6.6%
Skin Readiness 93.6 6.5%
Grooming 72.9 6.0%
Makeup Finish 79.5 3.3%
Silhouette Line 58.0 1.6%
Pose Elongation 63.8 0.9%
Background 0.0 0.0%

Pose Variety

Score: 33.3 / 100
Missing types: full_body, headshot

Fashion Fit & Posture

Fashion fit score: 87 / 100
Posture score: 61 / 100
Average subject coverage: 14.2%
Images with limb cutoff risk: 0

Styling & Grooming

Grooming score: 72 / 100
Skin readiness: 93 / 100
Makeup finish: 79 / 100
Hair/face occlusion control: 65 / 100
Face shine control: 80 / 100
Wardrobe/background separation: 100 / 100

Silhouette & Line

Silhouette line score: 57 / 100
Pose elongation score: 63 / 100
Use these scores to tune posture and camera height for cleaner proportions.

Face & Expression

Eye openness score: 0 / 100
Expression balance: 0 / 100
Face angle stability: 0 / 100

Category Fit

Beauty (Best Fit)
86.4 / 100
Commercial
74.7 / 100
Ecommerce
73.8 / 100
Editorial
71.8 / 100
Beauty (Best Fit)
86.4
Lead +11.7
Commercial
74.7
Gap -11.7
Ecommerce
73.8
Gap -12.6
Editorial
71.8
Gap -14.6

Per-Photo Heat Grid

Green = strong, amber = moderate, red = priority improvement.
Photo
Total
Fashion
Grooming
Skin
Silhouette
Elongation
Framing
Exposure
Photo 1
72
87
72
93
57
63
30
100

Skin, Makeup & Silhouette Dashboard

Focused presentation metrics to improve camera-readiness and line quality.
Skin Readiness Strong
93 / 100
Skin camera-readiness and tone stability
Makeup Finish Moderate
79 / 100
Finish consistency and hotspot control
Silhouette Line Priority
57 / 100
Shape clarity and line readability
Pose Elongation Moderate
63 / 100
Perceived line length and body geometry

Cohesion Timeline

Frame-by-frame consistency view across exposure, palette temperature, and separation.
Exposure Stabilityavg 55.9
Palette Temperatureavg 37.7
Subject Separationavg 100.0

Lighting & Cohesion

Lighting quality: 97 / 100
Background edge density: 22.2%
Palette consistency: 100 / 100
Hue variance: 0.0 deg
Temperature variance: 0.000
Cohesion score: 100 / 100
Lighting, background, and palette are consistent across the set.
Dominant style: Fashion

Coach Feedback

What to Keep

Reshoot Checklist

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.

33
Pose Variety
Priority
33 / 100
97
Lighting
Strong
97 / 100
100
Cohesion
Strong
100 / 100
87
Fashion Fit
Strong
87 / 100
100
Palette
Strong
100 / 100
Pose Variety
33 / 100
Lighting
97 / 100
Cohesion
100 / 100
Fashion Fit
87 / 100
Palette
100 / 100

Priority Order For Next Shoot

  • Pose Variety: 33 / 100
  • Fashion Fit: 87 / 100
  • Lighting: 97 / 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.

Progress vs Previous Audit

Global Avg
72.5 (+22.3)
Pose Variety
33.3 (+0)
Cohesion
100 (+17.5)
Fashion Fit
87.3 (+23.2)
Palette
100 (+29.5)

Action Plan

Benchmark Context

Your current average score is 72.5. Historical median (last audits): 54.2. Delta: +18.3 .

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Recommended Improvement Docs (Personalized)

Use these guides with your report token for customized actions based on this audit.

Improve Your BModel Global Score Read
Top 5 Fastest Fixes This Week Read
Turn Priority Tips into a 7-Day Plan Read
Improve Pose Variety Score Read
Improve Fashion Fit Score Read
Improve Lighting Score Read