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 de73645e75dbfcfc7efeb5f7d5bb13f6ae565bc12cded688b27c36adbbda7c6d (Audit #179).
Global: 69.2
Status: Needs improvements
Best Fit: ecommerce
Global Score: 69.2
Pose Variety: 33.3
Lighting: 100
Cohesion: 100
Fashion Fit: 89.4
Palette Consistency: 100
Priority Fixes from Your Report
- Increase sharpness by using steady camera and good light.
- Center the subject and keep consistent headroom.
- Avoid overexposed highlights and deep shadows.
- Relax shoulders and lengthen the torso to create cleaner body geometry.
- Rework framing to support the intended category brief and keep visual balance.
Keep Doing
- Makeup finish appears even and controlled, with clean presentation on camera.
- Silhouette lines read clearly with strong shape definition.
- Wardrobe separates cleanly from background, keeping shape readable.
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.
Related Guides