What should I prioritize first in Low Cohesion Score Fix Plan?

Stabilize palette and white balance across the set before tuning individual photo aesthetics. Track Cohesion Score, Palette Consistency Score, Global Score first.

How does this affect category fit?

Improving this area typically increases category fit by reducing inconsistency and making your set more market-aligned, especially when Cohesion Score, Palette Consistency Score, Global Score improve together.

Which report values should I track after retakes?

Monitor Cohesion Score, Palette Consistency Score, Global Score between audits and keep notes on what setup changes produced each delta.

When should I rerun BModel after applying this guide?

Run a new audit after one focused retake cycle (usually 5 to 7 days) so score deltas reflect real execution changes.

Low Cohesion Score Fix Plan

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

This page is a corrective playbook: diagnose the weak signal quickly, apply targeted retakes, then validate score movement on the next audit.

Why This Metric Matters

Cohesion and palette consistency determine whether your book feels intentional. Inconsistent color temperature or styling drifts reduce trust and category clarity.

How BModel Measures It

BModel uses set-level variance metrics (palette consistency, temperature spread, style confidence, cohesion score) across all selected frames.

Fix It Now: 5 Actions

Use one color family and repeat tonal logic across outfits.
Lock white balance and avoid mixed ambient sources.
Keep camera distance/lens behavior stable for sequence harmony.
Group final images by category objective before submission.
Drop strong single photos that break overall set narrative.

Common Mistakes

Combining warm and cool scenes in one short set.
Mixing beauty and editorial styling without bridge shots.
Using one outlier image because it looks artistic.
Changing post-processing profile between frames.

7-Day Improvement Protocol

Day 1: define palette and category target.
Day 2-3: shoot all frames in one controlled environment.
Day 4: shortlist by visual continuity first, score second.
Day 5: color-balance the final sequence uniformly.
Day 6-7: re-audit and inspect cohesion/palette movement.

FAQ

What should I prioritize first in Low Cohesion Score Fix Plan?
Stabilize palette and white balance across the set before tuning individual photo aesthetics. Track Cohesion Score, Palette Consistency Score, Global Score first.
How does this affect category fit?
Improving this area typically increases category fit by reducing inconsistency and making your set more market-aligned, especially when Cohesion Score, Palette Consistency Score, Global Score improve together.
Which report values should I track after retakes?
Monitor Cohesion Score, Palette Consistency Score, Global Score between audits and keep notes on what setup changes produced each delta.
When should I rerun BModel after applying this guide?
Run a new audit after one focused retake cycle (usually 5 to 7 days) so score deltas reflect real execution changes.