caplightengine.com — BrandTax Friction Analysis

BrandTax Score: 50/100 — High friction (lower is better)

Friction by dimension

• Brand-Domain Fit: 35/100
• Recall & Navigation: 15/100
• Trust Perception: 0/100
• Operational Risk: 16/100
• Upgrade Pressure: 35/100
• Search Discovery: 11/100

Strategic observation

caplightengine.com carries significant BrandTax that is likely impacting marketing efficiency and brand recall. The domain contains orthographic friction (difficult consonant sequence "ght", silent letters in "ght") — research on positional letter frequency norms (Treiman & Kessler and Ziegler et al.) shows these patterns increase misspelling rates and slow recognition, reducing type-in accuracy.