MagicStocks.ai

Context

Education-first markets product that improved comprehension for retail learners while keeping compliance framing obvious so trust scales with usage.

Results

• Clearer explanations that reduce confusion around tickers and concepts
• Portfolio flows that merge broker screenshots into one actionable view
• Education-only positioning visible where users make decisions

What we delivered

• AI Chat and portfolio surfaces with credit-based screenshot parsing.
• Structured answers with price context, summaries, and technical framing.
• Merge-from-upload UX with add/replace modes, edits, and insights scaffolding.