Bubble.io MVP – Go2UK CAS Prep Master (Stage 1)
Budget: $30 – $250 USD
Deliverables (Stage 1):
User Authentication
Email/password sign-up and login
Practice Page
Show one practice question from database
Text input for student to write their answer
Submit button
OpenAI Integration
Send user_answer + model_answer to OpenAI (I will provide API key)
Return ai_feedback (short advice) and ai_score (1–10)
Database Save
Store: user, question, user_answer, ai_score, ai_feedback, timestamp
Basic Dashboard
“Start Practice” button
Placeholder for stats (e.g., total questions attempted)
(Optional) Admin Add Questions
Add/edit a few practice questions manually (no UI polish needed)
User Authentication
Email/password sign-up and login
Practice Page
Show one practice question from database
Text input for student to write their answer
Submit button
OpenAI Integration
Send user_answer + model_answer to OpenAI (I will provide API key)
Return ai_feedback (short advice) and ai_score (1–10)
Database Save
Store: user, question, user_answer, ai_score, ai_feedback, timestamp
Basic Dashboard
“Start Practice” button
Placeholder for stats (e.g., total questions attempted)
(Optional) Admin Add Questions
Add/edit a few practice questions manually (no UI polish needed)