Is bright always better?

No, clipping highlights reduces face and fabric detail.

Best quick exposure check?

Review skin highlights and garment texture at 100% zoom.

Can exposure be fixed in post?

Partially, but severe clipping usually needs retake.

Exposure Mistakes That Kill Photo Readiness (and Fixes)

BModel data-driven playbook. Use this with your audit report for faster iteration.

Exposure errors can hide face and garment detail even in otherwise strong compositions.

Your BModel Snapshot

From report token 2b9712f8b8877b54140d53979ae85bffddf90cd860fe5df06762477a35f86d8f (Audit #61).

Global: 82.7 Status: Agency-ready Best Fit: ecommerce

Lighting: 100

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

Lighting quality drives readability of skin, silhouette, and garment structure. Poor light can hide strengths that are otherwise present in pose and styling.

How BModel Measures It

BModel uses exposure balance, shadow/highlight distribution, contrast behavior, and scene clarity signals to estimate technical readiness.

Fix It Now: 5 Actions

Use one main light source at 35-45 degrees to face and torso.
Avoid mixed white-balance sources in the same frame.
Expose for skin detail first, then adjust wardrobe separation.
Check histogram and retake if highlights clip on face or garment.
Keep background simple to preserve edge readability.

Common Mistakes

Strong backlight without controlled fill.
Flat front light that kills garment depth.
Over-editing contrast, creating fake texture.
Changing lighting pattern per image inside the same set.

7-Day Improvement Protocol

Day 1: choose one indoor setup and test three distances.
Day 2: run 20-frame exposure ladder and keep best two levels.
Day 3-4: retake final set with fixed exposure baseline.
Day 5: verify face and garment highlights at 100% zoom.
Day 6-7: submit and compare lighting-related score movement.

FAQ

Is bright always better?
No, clipping highlights reduces face and fabric detail.
Best quick exposure check?
Review skin highlights and garment texture at 100% zoom.
Can exposure be fixed in post?
Partially, but severe clipping usually needs retake.