User-guide

Welcome to LearnPanta - your AI-powered exam preparation platform. This guide will help you get started.

Getting Started

Your Learning Journey

Sign Up > Enroll in Exam > Take Practice > Review with AI > Identify Weak Areas > Adaptive Practice > Ready for Exam!

Creating an Account

1. Visit the platform and click "Sign In"
2. Sign in with your Google account
3. You'll be taken to your personalized dashboard

Try a Free Diagnostic (Guest Mode)

If you want to try LearnPanta without creating an account:

1. Start a free diagnostic from the landing page
2. Choose an exam and run the short session
3. You’ll get a summary with readiness + accuracy

You can create an account later to unlock the full AI debrief and keep long‑term history.

Exploring Available Exams

From your dashboard, you can:

• Browse all available certification exams
• Search for specific exams by name or category
• View exam details including question count and topics covered

Taking an Exam

Starting an Exam Session

1. Select an Exam: Click on any exam card from the dashboard
2. Choose a Paper: Select a practice paper
3. Start Session: Click "Start Practice" to begin

During the Exam

• Navigation: Use the question navigator on the left
• Answering: Click on an option to select your answer
• Flagging: Flag questions you want to review later
• Timer: Keep track of your remaining time

Tools: Scratchpad + Mobile Upload

If you want to use paper or handwritten work:

1. Open the Solution Scanner tool on desktop.
2. Scan the QR code with your phone to open the secure upload page.
3. Upload a photo of your work (calculations, diagrams, notes).

Uploaded images are attached to your session and can be analyzed during AI feedback and review (multimodal support).

Stimulus Support

Some questions include stimuli (images, passages, PDFs, or videos). These appear directly above the question and carry into AI review.

Exam Modes

• Standard: Full practice exam
• Adaptive: AI selects questions based on your weak areas
• Quick Quiz: Shorter focused practice on specific topics

Submitting Your Exam

When you're ready:

1. Click "Submit Exam"
2. Confirm your submission
3. Wait for your AI-powered analysis

Understanding Your Results

Score Overview

After completing an exam, you'll see:

• Readiness Score: AI-calculated score (0-100) predicting your exam readiness
• Accuracy: Raw percentage of correct answers
• Questions Correct: Specific count

Topic Performance

Your results are broken down by topic, showing performance percentage and questions correct.

What the Colors Mean

• Green: Strong performance (80%+)
• Yellow: Needs attention (60-79%)
• Red: Priority study area (under 60%)

AI Review Features

After completing an exam, access the AI Debrief for personalized review.

Tab 1: Review (Voice-First)

This is your AI tutor walking you through the exam:

• Auto-walks the missed questions
• Uses natural voice and visual aids on the canvas
• You can still navigate with previous/next controls

Controls:

• Previous/Next: Jump between questions
• Audio depends on TTS availability (falls back to silent if unavailable)

Oral Examination (Interview Mode)

Switch to Oral Exam to practice speaking through answers:

• Hold the mic button, speak your explanation, release to send.
• AI interviewer replies with audio + text follow-ups.
• Great for scenario-based certifications (PMP, AWS architecture).

Tab 2: Explore (User-Driven)

You're in control:

• Select any question from the sidebar
• Filter by wrong/correct answers
• Type questions to ask follow-ups

Tab 3: Summary

See your overall performance at a glance with score metrics and topic breakdown.

Behavioral Analytics

The platform captures focus, answer changes, and timing to surface trends:

• Focus score timeline per question
• Flags for hesitation (answer changes) and long dwell time
• Optional biometrics (camera) if you opt in; raw video is never uploaded.

Accessibility

Accessibility is a priority in LearnPanta. The web interface is designed to work with common assistive technologies:

• Screen readers and keyboard navigation (best effort)
• Mobile photo upload for non-typing workflows (handwritten notes, diagrams)
• Visual stimuli are paired with text context for review and analysis

Tips for Success

1. Consistent Practice: Take practice exams regularly
2. Focus on Weaknesses: Use adaptive mode
3. Review Thoroughly: Don't skip the AI debrief
4. Use Voice: Ask questions naturally to dig deeper

FAQ

How is the Readiness Score calculated?

It blends accuracy with test-day execution signals (focus, pacing, anomalies). Accuracy is the primary component; behavioral signals adjust readiness to reflect execution risk.

Can I retake exams?

Yes! You can retake any exam as many times as you like.

Is my data private?

Yes. Your exam responses and performance data are private to your account.

Need More Help?

Contact support via the app or join our community forum.