How BModel Calculates Your Score (Metric Weights Explained)
BModel data-driven playbook. Use this with your audit report for faster iteration.
Understanding weighted components prevents random retakes and helps predict what will move score fastest.
Your BModel Snapshot
From report token 2b9712f8b8877b54140d53979ae85bffddf90cd860fe5df06762477a35f86d8f (Audit #61).
Global: 82.7
Status: Agency-ready
Best Fit: ecommerce
Global Score: 82.7
Pose Variety: 66.7
Lighting: 100
Cohesion: 46
Fashion Fit: 84.3
Palette Consistency: 54.1
Priority Fixes from Your Report
- Center the subject and keep consistent headroom.
- Keep wrists and ankles fully inside the frame to protect silhouette continuity.
- Keep palette and white balance more consistent across the set for stronger cohesion.
- Standardize lighting angle and background distance to improve set cohesion.
- Rework framing to support the intended category brief and keep visual balance.
Keep Doing
- Keep lighting soft and even across the face.
- Maintain simple styling and clean backgrounds.
- Keep expression natural and camera-aware.
Why This Metric Matters
This topic directly affects your report outcome because it either changes weighted score inputs or controls how quickly weak metrics recover after retakes.
How BModel Measures It
BModel evaluates this through weighted metric values, trend direction across audits, and consistency signals between images.
Fix It Now: 5 Actions
- Review your weakest three metrics and pick only one primary fix target for the week.
- Retake in one stable setup so score changes come from technique, not environment noise.
- Cut any frame that conflicts with your dominant style or category objective.
- Use priority tips as execution tasks, not as reading material.
- Re-audit after 5 to 7 days and compare movement versus previous report.
Common Mistakes
- Changing too many variables between retakes.
- Keeping low-framing shots because the outfit looks good.
- Optimizing for one single photo instead of set consistency.
- Ignoring keep-doing strengths that should anchor the next shoot.
7-Day Improvement Protocol
- Day 1: choose one score target and lock wardrobe + location plan.
- Day 2-3: shoot two controlled batches with fixed framing rules.
- Day 4: select best 6 images and remove inconsistent outliers.
- Day 5-6: run micro-retakes only for the weakest metric.
- Day 7: re-audit and document score deltas.
FAQ
- Are all metrics weighted equally?
No, BModel uses weighted contributions to global score.
- Why can one weak score hurt a lot?
Some foundational metrics carry stronger downstream impact.
- Does category fit change global score?
Category fit informs direction but global score comes from core metric set.
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