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StatPilot AI
🖼️ VISUAL HIERARCHY & CONTRAST BENCHMARK

Thumbnails Engineered for the
3-Second Mobile Feed Decision.

YouTube users scroll past 15 thumbnails every 5 seconds. Thumbnail Studio tests your visual clarity, contrast ratios, and focal point distribution before you publish.

Thumbnail Diagnostic Workbench

Mobile Feed Contrast & Readability Audit

Overall Visual Score: 91 / 100

MOBILE FEED EMULATION (1.5" DISPLAY)

STOP DOING THIS

WRONG
WAY!

😱
12:44

Timestamp safe-zone verified: 0% text obstruction in bottom-right corner.

Subject-to-Background Contrast Ratio 8.4 : 1 (Pass)
Focal Point Clarity (Rule of 3) 3 of 3 Elements
Mobile Shrink Readability Score 94 / 100

CTR LIFT

+3.8%

COMPLEXITY

Low

CLARITY

High

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