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Thumbnails & Visual CTR Optimization

Thumbnail has inconsistent local contrast because different assets were processed with different enhancement settings.

Problem

Thumbnail has inconsistent local contrast because different assets were processed with different enhancement settings.

Solution

Root Cause / Diagnostic:
Combining multiple image assets sourced from different cameras or stock libraries—each with its own disparate clarity, contrast, and black-level processing—shatters compositional unity. When one cut-out element is hyper-contrasted while another is milky and washed out, the composite looks like a disjointed collage of mismatched stickers.

Actionable Fix:
1. Apply a unified adjustment layer (Curves or Levels) across the entire composite canvas to harmonize black points and white points.
2. Standardize local contrast enhancement (Clarity / Texture) across all individual asset layers before global grading.
3. Inspect composite balance in grayscale mode to confirm that all scene elements share a coherent dynamic range and lighting logic.

Pro Tip:
A master global grading layer tied across all assets unifies disparate photo cutouts into a single convincing, cohesive reality.