Scholé AI UX Audit: Playful Visuals for a Serious Platform

This is a short, self-directed teardown of Scholé AI — a publicly available product we picked ourselves, not a commissioned client audit.

Scholé AI · SaaS (web) · 2 findings

Scholé AI is a web-based AI-education platform: learners pick a track (AI Agents, AI on Your Documents, Prompt Engineering, AI Data Analysis) and work through gamified lessons guided by an animated mascot.

This review carries Onix’s own label, a “Brand Positioning & UX Audit,” resting on a single sentence from the report itself: “Aligning visual identity with a professional learning platform.” The two findings below follow the report’s own sequence.

Problem 01

The visual identity, heavy 3D cartoon mascots, playful illustrations, badge-like hexagon icons, reads closer to a casual consumer learning app than a professional AI education platform.

Why it matters

Positioning as a serious, credible school requires a look and feel that matches. The current tone undersells the platform’s actual substance and can make it harder to be taken seriously by professional or enterprise learners.

Screenshot of Scholé AI’s “Where do you want to start?” landing screen: four hexagon-badge icons for “AI Agents,” “AI on Your Documents,” “Prompt Engineering,” and “AI Data Analysis” each show a heavy 3D cartoon illustration (a group of toy-like robots, a walking character, a hard-hatted figure) rather than a restrained, professional visual style.

Improvement

Shift the visual language toward a more refined, editorial tone. Reduce cartoon illustration, adopt a more restrained color and iconography system consistent with professional education brands.

Business impact

  • Stronger credibility with professional/enterprise audiences
  • Visual identity that matches and reinforces the platform’s actual value
  • More consistent brand impression across marketing and product

Problem 02

Gamified elements interfere with the learning task itself: card edges are visually bent/curled, reducing text legibility, and character mascots remain persistently visible during study rather than only at reward moments.

Why it matters

Decorative elements that compete with content during active learning increase cognitive load exactly when focus matters most, undermining comprehension rather than supporting motivation.

Screenshot of Scholé AI’s “Prompt Types Sorting” drag-and-drop lesson: sorting cards under “Reduce Ambiguity,” “Add Context,” and “Set Constraints” are rendered with visibly bent, overlapping corners that cut off some card text, while the ghost-like mascot “Zeteo” remains visible in the sidebar throughout the exercise rather than only at a reward moment.

Improvement

Flatten card design for full readability, and limit mascot appearances to reward or milestone moments only, not during core study screens.

Business impact

  • Improved comprehension and completion rates
  • Learning experience that feels focused rather than distracting
  • Gamification preserved where it adds value, removed where it doesn’t

Executive summary

Scholé AI has strong underlying content and a genuinely capable platform, but its current visual and interaction design leans more casual than the professional positioning it’s aiming for, and gamification has been prioritized ahead of personalization features that would more directly support learning outcomes.

Key opportunities

  1. Elevate the visual tone — Move toward a more refined, professional identity that matches the platform’s ambitions.
  2. Let content lead, not decoration — Keep gamified elements out of the way during active study.

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