Education · Instructors

AI Agent for Automating Quiz Creation from Documents

Monitors new Jotform submissions, extracts document content with Gemini AI, generates MCQs, logs them in Sheets, and publishes a ready-to-share Jotform quiz, then notifies the requester with the link.

How it works
1 Step
Trigger & Intake
2 Step
AI Question Generation
3 Step
Publish & Log
Monitors Jotform submissions, retrieves the document, quiz title, and number of questions.

Overview

End-to-end automation from document to quiz.

The AI agent processes uploaded documents to identify key concepts and generates a set of multiple choice questions with four options and the correct answer. It logs each question to a Google Sheet for audit and reference. Finally it creates a new Jotform quiz via API and returns a shareable link that can be distributed immediately.


Capabilities

What Quiz Automator AI does

Automates extraction, question generation, logging, and publishing.

01

Extracts text from the submitted document.

02

Analyzes content with Google Gemini AI to identify key concepts.

03

Generates the specified number of MCQs with four options and the correct answer.

04

Validates and formats questions into a consistent JSON structure.

05

Appends each question and its options to a Google Sheet for records.

06

Creates a brand-new Jotform quiz via API and publishes the form.

Why you should use Quiz Automator AI

The AI agent tackles document to quiz bottlenecks by offering a repeatable, auditable end-to-end flow.

Before
manual extraction of content from documents
inconsistent question quality
slow publishing of quizzes
scattered logging in Sheets
ad hoc quiz creation
After
automated extraction and concept mapping
consistent MCQ formatting
rapid quiz publishing
centralized question bank in Sheets
one click quiz deployment
Process

How it works

A simple three step flow to go from document to published quiz.

Step 01

Trigger & Intake

Monitors Jotform submissions, retrieves the document, quiz title, and number of questions.

Step 02

AI Question Generation

Sends extracted content and settings to Gemini AI to generate the requested MCQs in a structured format.

Step 03

Publish & Log

Validates output, appends questions to Google Sheets, and creates the Jotform quiz via API, returning the share link.


Example

Example workflow

One realistic scenario showing timing and outcome.

Scenario: A university instructor uploads a course document as a PDF, requests 15 questions, and the AI agent processes the document in about 7 minutes. It returns 15 MCQs with four options each, logs them to Google Sheets, and creates a ready-to-share Jotform quiz link for distribution.

Content Creation JotformGoogle Gemini AIGoogle SheetsJotform API (HTTP Request) AI Agent flow

Audience

Who can benefit

One supporting sentence.

✍️ Instructors

Turn course documents into ready-to-use MCQ quizzes at scale.

💼 Curriculum designers

Scale quiz production across modules with consistent formats.

🧠 Training coordinators

Generate assessments from policy and training documents quickly.

Content editors

Enforce standardized question formatting automatically.

🎯 School administrators

Maintain a centralized question bank in Sheets for audits.

📋 LMS teams

Automate quiz deployment via API to learning platforms.

Integrations

One supporting sentence with short explanation.

Jotform

Triggers on submission and creates the final quiz via API.

Google Gemini AI

Generates MCQs from extracted content.

Google Sheets

Stores questions and answers for audit and review.

Jotform API (HTTP Request)

Publishes the quiz form via API.

n8n

Orchestrates the end to end process and data validation.

Applications

Best use cases

One supporting sentence with short explanation.

Higher education instructors convert lecture notes into quizzes.
Corporate training teams generate assessments from policy documents.
Curriculum designers standardize question banks across modules.
Online course creators generate quizzes from PDFs and manuals.
Compliance teams produce knowledge checks from manuals.
LMS admins publish ready-to-share quizzes via API.

FAQ

FAQ

One supporting sentence with short explanation.

A Jotform submission containing a document file, a quiz title, and the number of questions. The AI agent then processes the file to extract text and generate questions. You can customize the quiz title and number of questions in the form before submission.

Yes. The Gemini AI is guided to produce four options per question and to mark the correct answer. You can adjust number of options and any formatting rules in the prompt or post-processing stage before publishing.

Questions and answers are saved to a Google Sheet for audit and reference, and a copy of the quiz is created in Jotform for distribution.

Yes. Once questions are generated and validated, the AI agent publishes a new Jotform quiz via API and returns a shareable link. The link can be sent to respondents right away.

The AI agent operates on content provided via Jotform submissions. You control access to the forms and the Google Sheet. Ensure documents do not violate copyright or contain restricted data, and apply your organization’s data handling policies.

Yes. Questions stored in the Sheet can be edited or removed, and the corresponding quiz can be updated via the API. A subsequent run can regenerate questions if needed, maintaining version history in Sheets.

You need a Jotform account with API access, a Gemini AI key, Google Sheets access, and permissions to publish quizzes via the Jotform API. The AI agent orchestrates these services through the automation platform to deliver the final quiz.


AI Agent for Automating Quiz Creation from Documents

Monitors new Jotform submissions, extracts document content with Gemini AI, generates MCQs, logs them in Sheets, and publishes a ready-to-share Jotform quiz, then notifies the requester with the link.

Use this template → Read the docs