Teacher here- Need help with automating MCQ test creation using AI

Hey everyone!

I’m a school teacher, and part of my job involves creating large MCQ test banks- we’re talking 2000+ questions at a time across various topics and difficulty levels.

Right now, I’m using tools like ChatGPT and Gemini to speed up the process, but:

It’s still very time-consuming. The outputs often have factual or formatting errors, so I spend a lot of time manually verifying and correcting questions. I’m not sure how to prompt efficiently or automate batches in a structured, scalable way.

I’m looking for any tips, tools, or prompt strategies that could help streamline this whole process. Ideally:

Faster generation without compromising accuracy Ways to auto-check or verify outputs Better structuring of question sets (e.g. topic-wise, difficulty) Any plugins/extensions/third-party tools that integrate with GPT or Gemini

Would love to hear from educators, prompt engineers, or anyone who’s cracked this workflow. Thanks in advance!

— A very tired teacher 😅