Welcome to Aynstyn
Aynstyn is a competence-building platform for career and professional goals. It helps you build the conviction you need to achieve your goals, through a system that delivers greater results: MAPPT (Mindset, Analyze, Prepare, Practice, Test), with clarity, direction and momentum as the result. Whether you're preparing for an exam, growing in your career or learning something new, this guide shows how each part works.
MAPPT-Powered Analysis
Every assessment is the Analyze move of MAPPT (Mindset, Analyze, Prepare, Practice, Test): it scores how well you understand a subject — coverage, depth, clarity and how you use concepts — not just recall.
Comprehensive Reports
Detailed scoring with your strengths, covered topics, and the exact gaps to close next.
Voice & AI Interviews
Explain answers out loud with voice assessments, or take a scored AI mock interview in-app or over a scheduled phone call.
Guided Courses
Turn your gaps into structured, audio-first courses with module practice, a final test, and a certificate of completion.
Goals & Smart Planner
Personalised learning roadmaps paired with a daily study planner that adapts as you progress.
Sprout Growth Assistant
A growth assistant for habits, focus, motivation and mindset, on the web and inside WhatsApp.
Getting Started
Ready to begin your learning journey? Follow these simple steps to create your first assessment and unlock personalized insights.
Create Your Account
Sign up with Google, LinkedIn, or your mobile number for quick access. Your account keeps track of all your assessments, courses, goals, and progress.
Choose Your Subject
Select from our comprehensive list of subjects or enter a custom topic you'd like to be assessed on.
Share Your Knowledge
Input your thoughts through text or voice recording. Express what you know about the subject freely.
Receive Insights
Get a detailed assessment report with your score, strengths, and personalized recommendations for improvement.
Account Setup
Setting up your Aynstyn account is quick and straightforward. Here's everything you need to know:
Authentication Options
- Google Sign-In: Use your existing Google account for quick access
- LinkedIn Sign-In: Continue with LinkedIn when you prefer a professional identity
- Mobile number: Indian mobile numbers. We text you a one-time code; a new account created this way then asks you to add and verify your email address.
- Sign in with Apple: Available in the iOS app.
Creating Assessments
Assessments are the core of the Aynstyn experience. Run a direct assessment (text or voice) from the Assessment page, or follow a playbook journey from Practice → Playbooks.
Assessment Process
- Select Path: Run a direct assessment, or start a playbook from Practice → Playbooks.
- Provide Input: Share your understanding through text or voice.
- AI Analysis: Aynstyn evaluates strengths, gaps, and execution readiness.
- Actionable Output: Get scored feedback and a clear next-step path.
How Aynstyn Actually Performs an Assessment
Aynstyn does more than check whether a few facts are correct. It tries to understand how well you know the subject, how clearly you explain it, how complete your coverage is, and what kind of thinking you demonstrate in the answer.
Subject + Purpose Are Read First
The system starts with the subject you chose and any purpose you added. This purpose matters because it tells Aynstyn what context to use. For example, a legal answer can be judged in an Indian law context, a business context, or a general academic context depending on what you asked for.
Your Input Is Analyzed In Its Own Language
Aynstyn detects the language of your answer first, then evaluates your explanation in that same language. This helps keep the assessment natural for multilingual users and reduces distortion from translation.
Key Concepts Are Extracted
The assessment engine identifies what you covered correctly, what you missed, and how much of each topic you actually addressed. It is not only looking for keywords. It is also checking whether your answer shows understanding, structure, and relevance.
Signals Are Converted Into A Report
From that analysis, Aynstyn generates your score, Bloom's level, topic coverage, clarity score, depth score, confidence signal, accuracy quadrant, missing topics, and improvement guidance.
What Signals Aynstyn Uses
- Accuracy: Are the ideas substantially correct?
- Coverage: Did you touch the important parts of the subject?
- Depth: Did you go beyond surface-level statements?
- Clarity: Was the explanation coherent and understandable?
- Application: Did you use examples, practical use, or reasoning?
- Thinking Level: Did you only recall, or did you analyze, evaluate, or create?
Important to Know
The score is not based on answer length alone. Short answers can still do well if they are precise and meaningful, but extremely brief or superficial answers are deliberately normalized downward so they do not receive unrealistically high scores.
Playbooks (Practice → Playbooks)
Playbooks are outcome-focused journeys of 7 to 14 days, alone or with friends. They live under Practice → Playbooks: a Featured row, filters for All, Exam, Career, Skill, Community and Created by me, search by topic, goal or creator, and sorting by Recommended, Popular or Rating. You can also create your own playbook, keep it private or publish it to the community, and rate or report playbooks you've taken.
What Happens on Start Journey
- Journey Review Popup: You see expected outcome, duration, and all actions before confirming.
- Run Starts from Tomorrow: Actions are created with daily cadence.
- Planner Auto-Creation: Every playbook action is added to Planner automatically.
- My Assessments Assignment: Assessment actions are assigned and shown as upcoming/new assessments.
- Guided Session Wizard: A 4-step in-app booking flow opens (Assessments → Mode → Timings → Friends). The Friends step is optional and lets you invite friends to take the playbook with you. You can also choose Do This Later.
- Programmatic Booking: Once you confirm timings, sessions are booked in the background and locked to your playbook timeline.
A Typical 7-Day Playbook
Built-in playbooks run from 5 to 9 days with different mixes of actions. Playbooks you or the Aynstyn Agent create run for 7 or 14 days. A typical 7-day mix:
- Day 1: Assessment 1
- Day 2: Practice Session 1
- Day 3: Assessment 2
- Day 4: Reflection 1 (subject-specific prompt)
- Day 5: Assessment 3
- Day 6: Practice Session 2
- Day 7: Final Interview
Each playbook also displays a clear Outcome statement so users understand what capability they should build by the end of the journey.
Playbook Journeys
Playbook Journeys are structured, outcome-driven learning paths that combine assessments, practice sessions, interviews, and reflections in one timeline. They are designed to remove guesswork and help you move step-by-step.
How the Playbook Flow Works
Choose and Start
Open Practice → Playbooks and pick a playbook (filter by Exam, Career, Skill or Community). Review the action plan and click Start Journey.
Review Checkpoints
The booking wizard first shows assessment checkpoints so your sessions stay tied to the right context.
Choose Session Mode
Select Web or Phone. For phone mode, include your number with country code (for example, +1 or +91).
Set Timings and Lock
Set time for each session (usually 2 practice + 1 interview). When you confirm, all sessions are booked automatically and locked to this playbook run.
Invite Friends (Optional)
Invite friends to take the same playbook with you. They join from the invite link, and you can see each other's progress through the run.
What Gets Created Automatically
- Planner Entries: Actions appear in your Planner with scheduled dates.
- Assessment Assignments: Due assessments are created and tracked in sequence.
- Reflection Prompts: Reflection steps are seeded to support retention and thinking depth.
- Interview Entries: Scheduled sessions appear in the Interview tab in chronological order.
Editing, Cancelling, and Deleting
- Scheduled Session Cancel: Cancelling from Interviews removes it from both Aynstyn and the booking provider.
- Pending Playbook Entry Delete: Locked/pending entries can be deleted from the Interviews tab.
- Sorting: Upcoming playbook interview/practice items are shown earliest-first so execution order is clear.
Reminders and Notifications
- Phone Sessions: Eligible for WhatsApp reminders before session time.
- Web Sessions: Can also receive reminders when a valid phone is available in profile/contact data.
- Tip: Keep your country code and phone number updated for best reminder accuracy.
Important Note
Playbook sessions are meant to be followed as a sequence. Once timings are locked, they are tied to your run timeline to preserve learning progression and context quality.
Input Methods
Aynstyn supports multiple ways to share your knowledge, making the assessment process flexible and convenient.
Text Input
Type or paste your thoughts directly into the assessment area. Perfect for detailed explanations and structured content.
Voice Assessment
Record your voice to share knowledge naturally. Great for explaining complex concepts or when you prefer speaking over writing. See the Voice Assessment section below for details.
Voice Assessment
Voice Assessment lets you show what you know by speaking. A short voice exchange confirms your subject, you record your explanation, and Aynstyn transcribes it so you can review it before you submit.
How Voice Assessment Works
Confirm Your Subject
A short live voice exchange asks what you want to be assessed on, and you confirm with "yes". This step is skipped when the Aynstyn Agent has already set the subject for you.
Record Your Explanation
Explain the topic in your own words. The recording happens on your device; when you stop, Aynstyn transcribes it.
Review & Refine
Read the transcript over. If you missed something, choose Add more and keep talking, then submit when it's complete.
Final Submission
Submit the transcript. Aynstyn analyses your competence and shows your strengths and knowledge gaps in the report.
Credits for Voice Assessments
Each voice assessment costs a flat 15 credits, whatever its length. A text assessment costs 10 credits. Everything uses one credit balance.
- Spark (Free): 100 credits. Free accounts can take 3 assessments in total (text or voice); buying any pack lifts that limit.
- Starter ($14.99 / ₹999 / €13.99): 475 credits, about 47 text or 31 voice assessments
- Genius ($24.99 / ₹1,659 / €22.99): 800 credits, about 80 text or 53 voice assessments
- Pro ($39.99 / ₹2,499 / €36.99): 1,400 credits, about 140 text or 93 voice assessments
Credits never expire and stay in your account until used.
Tips for Best Voice Assessment Results
Speak Clearly
Articulate your words clearly for better transcription accuracy. Use a good quality microphone and reduce background noise.
Structure Your Response
Organize your thoughts before speaking. Cover key concepts, provide examples, and explain connections between ideas.
Optimal Duration
Aim for 1–3 minutes. That is enough to show your understanding without padding.
Real Examples
Include real-world examples and applications to demonstrate deeper understanding and practical knowledge.
Frequently Asked Questions
- What happens if I run out of credits? If you have fewer than 15 credits, you'll see an "Insufficient credits" message; buy a Starter, Genius or Pro pack to continue. On the free Spark plan, trying a fourth assessment prompts you to upgrade.
- Can I use voice assessment on mobile? Yes! Works on Chrome and Safari mobile browsers. Just allow microphone permissions when prompted.
- How accurate is the transcription? We use OpenAI Whisper. Accuracy is best with clear speech, a good microphone and a quiet room.
- What languages are supported? Currently English only. Multi-language support (Hindi, Spanish, French) coming soon.
- How am I charged? A flat 15 credits per voice assessment, charged when you submit. Length doesn't change the price.
AI Interview Practice
Practise interviews with the Aynstyn Interview Agent, in your browser or over a phone call, for competitive exams and career roles.
Two Ways to Set Up an Interview
Design New
Pick an exam, then a subject: UPSC Civil Services, State PSC, SSC, Banking (IBPS, SBI), CAT, GATE, NDA/CDS or Judiciary, or type your own.
From an Existing Assessment
Base the interview on one of your past assessments, so the questions target the gaps it found.
Interactive Experience
Our new design provides a seamless, high-engagement interview environment:
- Browser-Based: Take interviews directly in your web browser with a clean, distraction-free interface.
- Phone Calls: Opt for a more realistic experience by having the Aynstyn Interview Agent call your mobile directly.
- Detailed Feedback: Receive a deep analysis of your performance, transcript, and scores immediately after the session.
- Audio & Transcript: Every session is recorded and fully transcribed. You can listen back to your responses and read the word-for-word transcript to refine your delivery.
How AI Interviews Work
Choose What to Practise
Open New AI Interview and pick an Existing Assessment, or Design New by choosing an exam and a subject.
Schedule or Start
Choose Start Now for an instant browser session, or Schedule for Later to get a phone call at the time you book.
Take the Interview
Answer the agent's questions naturally, as you would in a real interview.
Final Review
Get a comprehensive performance summary, including strengths, areas for improvement, a full transcript, and the audio recording of your session.
Credits for Interviews
Interviews and practice calls cost 6 credits per minute, in the browser or by phone, from the same credit balance as everything else. Anyone with at least 6 credits can start one.
- Spark (Free, 100 credits): about 16 minutes
- Starter (475 credits): about 79 minutes
- Genius (800 credits): about 133 minutes
- Pro (1,400 credits): about 233 minutes
A booked interview reserves a 15-minute slot and can run up to 60 minutes; practice sessions run up to 30 minutes. A call ends early if your credits run out.
Tips for Successful AI Interviews
Prepare Beforehand
Review common interview questions for your chosen category. Have examples and stories ready to share.
Ensure Good Connection
Use a quiet space with stable internet connection. Test your microphone and audio settings before the interview.
Think Before Answering
Take a moment to organize your thoughts. It's okay to pause briefly before responding to questions.
Practice Regularly
Schedule multiple practice sessions to improve your interview skills over time. Review feedback from each session.
Sprout - Your Growth Assistant
Sprout is your growth assistant. It helps you develop the right mindset, build better habits, and work toward your personal and professional goals, answering from Aynstyn's articles on growth and achievement with up to two "Read more" links.
What Sprout Can Help With
Personal Development
Get guidance on building daily habits, mental clarity, focus, and personal growth strategies.
Goal Setting
Learn how to set effective, achievable goals and create actionable plans to reach them.
Mindset & Resilience
Develop mental resilience, overcome procrastination, and build confidence for challenges.
Learning & Study
Get strategies for exam preparation, managing stress, and improving learning efficiency.
Motivation & Drive
Stay motivated during tough times and find inspiration through Aynstyn's wisdom and quotes.
Career Growth
Navigate career decisions, skill development, and professional advancement strategies.
How to Use Sprout
- Access Sprout: Navigate to the Sprout section from your dashboard or main menu
- Ask Questions: Type your question or concern about personal growth, goals, habits, or challenges
- Get Guidance: Receive advice grounded in Aynstyn's principles of achievement and personal development
- Review History: Access your past conversations and continue building on previous insights
- Take Action: Implement the strategies and recommendations Sprout provides
Sprout's Philosophy
Built on 8+ Years of Research
Sprout is powered by Aynstyn's extensive research on human growth and development, incorporating:
- The MAPPT Method: Aynstyn's five moves for any goal — Mindset, Analyze, Prepare, Practice and Test
- Preparation + Attitude = Achievement: The core formula
- Mindset Development: Building the mental framework for success
- Action-Oriented Approach: Focus on taking concrete steps toward goals
Example Questions to Ask Sprout
- "How do I build better daily habits that stick?"
- "What's the best way to achieve mental clarity and focus?"
- "How can I overcome procrastination and stay motivated?"
- "How do I develop mental resilience for competitive exams?"
- "What's stopping me from reaching my full potential?"
- "How can I improve my learning efficiency?"
- "How do I build confidence before important presentations?"
- "What's the best approach to setting and achieving goals?"
Sprout Access
Free Access
Sprout is available to every account, with a daily and a monthly question allowance; when you reach it, Sprout rests until the next day or month. Free accounts also have a lifetime allowance, which buying any pack removes. Guests can ask a few questions before signing up.
Conversation History
Your conversations with Sprout are saved and encrypted at rest, so you can come back to them later.
Private
Sprout doesn't read your assessments or account data, and each conversation keeps its own context. Your chats are private to you.
Aynstyn Agent
Aynstyn Agent is the guided action layer inside Aynstyn. It helps users move from intention to execution by keeping track of readiness, current focus, weak areas, upcoming commitments, and the next best actions to take.
Core Capabilities
Intent-Aware Guidance
The agent understands whether a request should be answered, clarified, planned, or turned into a concrete action flow.
Readiness Tracking
It maintains a live view of current focus, readiness, weak areas, upcoming items, and suggested next actions.
Guided Clarification
The agent asks for missing details when a prompt is vague, instead of pushing users into the wrong tool too early.
Confirmation Before Action
Before creating records or triggering a workflow, Aynstyn Agent asks for confirmation so actions stay intentional and auditable.
Bounded Tool Execution
It can route users into assessments, playbooks, practice sessions, interview preparation, and team assessment flows using Aynstyn's product rules.
One Continuous Flow
Chat, follow-up state, confirmation, and results stay attached to the same thread so users do not lose continuity.
What Aynstyn Agent Can Help With
- Understand a subject and recommend the next best learning move
- Assess current level now or save an assessment for later
- Create or refine a playbook journey for a subject
- Turn weak areas from assessments into a structured recovery course (Starter plan and above; 15 credits)
- Guide practice-session preparation or scheduling
- Guide interview preparation or scheduling
- Review current focus, weak areas, and upcoming commitments in one place
How It Works
Describe the Goal
Tell Aynstyn Agent what you want to improve, prepare for, or understand better.
Clarify the Intent
The agent can ask follow-up questions and decide whether the request should be handled as explanation, diagnosis, planning, or execution.
Review the Next Step
The agent surfaces readiness context, suggested next actions, and the most relevant product path.
Confirm and Execute
If a record or workflow should be created, the agent asks for confirmation before proceeding.
What You Can Say
Aynstyn Agent understands natural language. You don't need to use exact commands — just describe what you want. Here are examples of what you can type or say for each action:
Run an Assessment
- "Assess me on React"
- "Test my knowledge of Macroeconomics"
- "Evaluate me on Data Structures"
- "Start an assessment on UPSC General Studies"
- "Quiz me on Python"
Plan an Upcoming Assessment
- "Design an assessment for next week on Machine Learning"
- "Schedule an upcoming assessment on CAT Quant"
- "I want to plan an assessment for Friday"
Create a Learning Goal
- "Create a goal for React"
- "Set a goal on UPSC preparation"
- "I want to make this a goal"
- "Track my progress on JavaScript as a goal"
- "Turn my weak areas into a goal"
You can have up to 2 active goals at a time. To start a third, finish or abandon one; abandoned goals are kept, not deleted.
Schedule a Practice Session
- "Schedule a practice session on Data Structures"
- "I want to practice this"
- "How about a practice session tomorrow at 6 PM?"
- "Book a practice call on Verbal Reasoning"
- "I'd like to practice Machine Learning this weekend"
Book an AI Interview Session
- "Schedule an interview session on System Design"
- "Book an AI mock interview for Thursday"
- "I want to prepare for an interview on Product Management"
- "How about an interview session this week?"
- "Schedule a phone interview on Data Science"
Start a Playbook Journey
- "Create a playbook for UPSC"
- "I want a journey plan for learning React"
- "Start a structured playbook on Machine Learning"
- "Build a learning journey for CAT preparation"
Playbooks the agent builds run for 7 or 14 days and use a few credits to create.
Create a Team Assessment
- "Create a team assessment on JavaScript"
- "Run a team audit on Python fundamentals"
- "I want to assess my team on System Design"
- "Set up a group assessment for our engineering team"
Review Progress & Readiness
- "What's my progress?"
- "Show my readiness on CAT"
- "What are my weak areas?"
- "What's coming up for me this week?"
- "What should I focus on next?"
- "Give me an overview of where I stand"
Confirming or Cancelling an Action
When the agent proposes an action (like scheduling a session or creating a goal), it shows a proposal card with Confirm and Cancel buttons. You can also reply with a single word:
- To confirm: "Yes", "Yeah", "Yep", "Sure", "OK", "Confirmed" (on WhatsApp: "Confirm", "Yes" or "Y")
- To cancel: "No", "Nope", "Cancel", "Stop" (on WhatsApp: "Cancel", "No" or "N")
WhatsApp Agent
Access the full power of Aynstyn directly through WhatsApp. The WhatsApp Agent allows you to run assessments, schedule practice sessions, and get learning recommendations through a simple chat interface.
Key Features on WhatsApp
- Instant Assessments: Ask to be assessed on any subject and provide your understanding through text.
- Contextual Continuity: The agent maintains the context of your multi-step interactions, such as capturing the purpose of an assessment before beginning.
- Immediate Calls: If you have a verified phone number and request a practice session or interview "now", the agent will trigger the call immediately to your registered number.
- Sprout Assistant: Ask growth, habit, motivation, focus, and mindset questions directly from WhatsApp by mentioning Sprout.
- Natural Language Choice: Robustly handles confirmation steps (e.g., "Yes" to start now, "No" to save for later).
Sprout on WhatsApp
Sprout is now integrated into the WhatsApp Agent for registered users. When your message clearly asks for Sprout or growth coaching, the WhatsApp Agent routes it to Sprout instead of the action-oriented Aynstyn Agent.
Example WhatsApp messages
- "Ask Sprout how I can stop procrastinating."
- "Sprout, help me build consistency for CAT prep."
- "I need mindset advice before my interview."
- "How do I stay focused when my study plan slips?"
If appointment-based access is enabled, you need an active Sprout slot on WhatsApp, and each active slot supports up to three Sprout queries.
How to Use
- Save the Number: Add +1 (775) 640-7386 to your contacts.
- Send a Message: Start with something like "Assess me on Thermodynamics" or "I want to practice React".
- Follow the Flow: The agent will guide you through context capture, timing selection, and execution.
Courses — The Teaching Layer
Courses turn the gaps Aynstyn finds into structured, guided learning. Assessments, interviews, playbooks, and reflections reveal what you're weak in — Courses teaches you through it, following a clear loop: diagnose → teach → practice → reassess.
Courses are the Prepare move of MAPPT. A course gives you a structured way to learn what an assessment showed you're missing, for an exam, a skill or a career move. Assessments, practice sessions and interviews then test whether the learning stuck.
Four Ways a Course Is Created
Assessment Recovery Courses
Generated from the weak topics in an assessment. Each module teaches the concept deeply enough to repair the gap, then routes you into practice and reassessment.
On-Demand Agent Courses
Ask Aynstyn Agent to build a full course on any topic — "Create a course on thermodynamics with diagrams and audio." Comprehensive modules, chapters, media, and practice.
Goal Mini Courses
Lightweight topic courses generated from learning goals. Best for quick orientation and focused concept building.
Catalog & Free Courses
Curated, published courses anyone can browse — including visitors who have not signed up — and share with rich thumbnails. The front door that brings new learners in.
What's Inside Every Course
- Audio Guides: Short module and chapter audio overviews that preview the ideas, not a verbatim readout of the text.
- Generated Diagrams: Visual explanations created for the subject when a diagram makes the concept clearer.
- Checkpoint Quizzes: In-module multiple-choice checks that confirm understanding as you progress.
- Final Test & Certificate (Train on Aynstyn courses): Catalog courses end with a mock test, an AI interview and a final test; pass it to earn a certificate of completion. Generated courses don't have a final test.
- Explain-Back Prompts: Active-recall blocks that ask you to explain the concept in your own words.
- Examples & Scenarios: Worked examples, scenario cards, and peer-challenge questions that turn concepts into applied, transferable knowledge.
- Practice Built In: Start an instant web practice session or schedule one through Aynstyn Agent, straight from any module.
Where to Start
Open My Courses in the sidebar. Its tabs are Train on Aynstyn (the catalog), Assessment courses, On-demand and Goal mini-courses. You can generate a recovery course from a recent assessment's weak areas, or ask Aynstyn Agent for a course on any topic. Comprehensive courses (on-demand and assessment) cost 15 credits and need the Starter plan or above; goal mini-courses cost 2 credits. Catalog courses are free or paid (checkout with an optional coupon).
Learning Goals & Courses
Transform your learning objectives into actionable plans. Aynstyn lets you set specific goals, breaks them into manageable topics, and now includes concise roadmaps, interactive learning modules, and execution support tools.
How It Works
Set Your Goal
Define what you want to learn (e.g., "Master React.js" or "Understand Indian History"). You can also describe a problem you're facing. You can have up to 2 active goals; to start a third, choose which to keep and the rest move to Abandoned goals, where they can be restored. Nothing is deleted.
Get Your Roadmap
Our AI analyzes your goal and generates a structured list of essential topics you need to cover to achieve it.
Take Mini Courses
For any topic on your goal card, choose Take Course to generate a personalized Mini Course (2 credits) with:
- Clear conceptual overviews and analogies
- Short interactive exercises (drag-and-drop, concept grouping)
- Key takeaways and practical applications
- Curated YouTube recommendations
- Mathematical formulas (if applicable)
Track Progress
A topic is marked complete when you take an assessment on it (Start Assessment on the topic row). Your overall goal progress updates automatically.
On-Demand Comprehensive Courses
On-demand courses let you ask Aynstyn Agent to build a full guided course for any focused topic, even when it does not come from an existing assessment or goal. These courses are designed to feel like a structured learning path rather than a short summary.
Where it starts: Open Aynstyn Agent and ask for a course, for example: "Create a course on social media strategy" or "Generate a thermodynamics course with examples." The agent confirms the request and credit cost before creating it.
What On-Demand Courses Include
- Comprehensive structure: At least four modules, with chapters inside each module.
- Audio guides: Short module and chapter audio overviews that preview the idea and explain what to notice while reading.
- Generated diagrams: Visual explanations created for the subject when diagrams help understanding.
- Chapter teaching: Intuition-first explanations, examples, common mistakes, and practical walkthroughs.
- Checks and quizzes: Checkpoint questions to confirm understanding as you move through the course.
- Explain-back prompts: Active recall blocks that ask you to explain the concept in your own words.
- Practice handoff: Continue into web practice or schedule a practice session from the course context.
On-Demand vs Other Course Types
On-Demand Courses
Generated from any topic you ask Aynstyn Agent to teach. Best for self-directed study, quick curriculum creation, and exploring a new subject deeply.
Assessment Courses
Generated from weak areas found in an assessment. Best for recovery, remediation, and preparing for a retest or practice session.
Goal Mini Courses
Shorter topic courses generated from learning goals. Best for lightweight orientation and focused concept building.
Assessment-Based Courses
Aynstyn also supports a more comprehensive course flow built from real weak areas identified in assessments. Instead of starting from a broad goal, this course starts from the topics where the learner actually underperformed.
Where it starts: My Courses → Assessment courses → Create from recent assessments, then choose a course level. You can also start one from an assessment's results page. Needs the Starter plan or above and 15 credits.
How Assessment Courses Work
Identify Weak Areas
Aynstyn reads the missing or weak topics from your assessment report and groups them into the most useful recovery path.
Generate A Recovery Course
The system creates a more detailed course than a goal mini-course, with grouped modules, clear objectives, teaching content, and active-learning components.
Learn In A Structured Player
The course opens in a dedicated layout with modules on the left, lesson content in the center, and examples, cases, notes, and exercises on the right.
Move Back Into Practice
Once the weak areas are clearer, the learner can return to practice, reassessment, or interview preparation with stronger foundations.
What An Assessment Course Includes
- Course Title: A focused recovery course for a specific assessment gap cluster
- Grouped Modules: 4 to 8 modules of 2 to 4 chapters each, built from the weak topics and sized to the course length
- Lesson Objectives: One clear outcome per module
- Lesson Content: Structured teaching that explains concepts, why they matter, common mistakes, worked examples, and application
- Checkpoint Quizzes: A multiple-choice check in every chapter to verify understanding
- Practice Exercises: Short action-oriented prompts to apply the lesson
- Explain-Back Prompt: A guided active-recall block where the learner explains the concept back in their own words
- Scenario Card: A realistic applied situation when the topic benefits from contextual thinking
- Peer / Interviewer Challenge: A question designed to pressure-test understanding from another perspective
Goal Mini Courses vs Assessment Courses
Goal Mini Courses
Shorter topic-based courses generated from learning goals. Best for exploration, orientation, and lightweight concept building.
Assessment Courses
Deeper recovery courses generated from real weak areas identified in an assessment. Best for remediation, confidence rebuilding, and targeted improvement before the next practice or test.
Goal Roadmap
Every learning goal has a concise roadmap that shows what to do next without long reading, next to a per-goal task list.
Where to Find It
Go to Goals in the sidebar → open a goal card → click View Roadmap (next to the Task list button). A side pane opens with two tabs: Task list (actions you can add to your calendar) and Roadmap (stages, companion books and known challenges).
Roadmap Structure
- You are here: Current starting point and context
- Understanding: Core orientation, including “Brilliance of it” when relevant
- Foundational Understanding: Major concepts snapshot + short required actions
- Practice & Assessment: Practice sessions, mock tests, then assessments
- Analytics: Analyze standing, identify weak spots, and take interviews on subject
- Mastery: Consolidation and execution confidence
Design Principles
- Short overviews (1-2 lines per stage)
- Action-first bullets, not essays
- Timeline windows tied to your goal duration
- Clear, visual progression from start to mastery
Practice Sessions
Practice Sessions help you move from passive understanding to active recall and performance. Use them after completing foundational concepts.
Recommended Flow
- Concept Check: Finish mini-course core concepts for the topic
- Timed Practice: Run short sessions on focused subtopics
- Mock Tests: Attempt broader mixed-question sets
- Assessment: Submit for AI evaluation when your foundation feels stable
Best Practice
Keep Sessions Short
Book 15 to 30 minute sessions (30 is the maximum) for better intensity and consistency. Practice calls cost 6 credits per minute.
Track Mistakes by Pattern
Group errors by concept and process, not just by score.
Re-practice Weak Areas Fast
Do same-day or next-day retries for topics where accuracy drops.
Smart Study Planner
Smart Study Planner turns your goals and pending topics into a realistic execution calendar.
What It Does
Schedules Topic Blocks
Creates time-bound study blocks linked to specific subjects and topics.
Tracks Completion Status
Marks sessions as planned, completed, or missed for execution accountability.
Connects to Activity
Planner entries can be aligned with courses, assessments, and practice tasks.
When to Use It
- When you have multiple goals and need weekly structure
- When consistency is your main bottleneck
- When you want to convert roadmap stages into concrete calendar actions
Practice Papers
Prepare effectively for competitive exams or professional certifications with our comprehensive Practice Papers module. Generate a custom mock on any topic or upload your own paper for AI extraction (10 credits each).
Custom Mock Tests
Generate mock tests for any topic or functional area (e.g., "Digital Marketing", "Risk Management"). You can optionally upload a PDF study file to make questions more context-specific.
Upload Your Paper
Upload your own exam PDF (up to 8 MB, 80 pages max). Aynstyn extracts questions, maps answer keys when present, and prepares it in exam mode.
Upload & Processing Flow
- Step 1: Upload PDF from Create Test → Upload Paper.
- Step 2: Aynstyn runs text extraction/OCR and detects question type (MCQ/MSQ/NAT/TITA/non-MCQ).
- Step 3: Official answer key is mapped when available; descriptive questions are saved with reference explanations.
- Step 4: Processing status changes to completed, and the paper is available in your Practice Papers list.
- Step 5: Credits are deducted only after successful processing and save completion.
Exam Interface Features
Our exam environment mimics real computer-based testing platforms to get you exam-ready:
- Real-time Timer: Practice time management with a countdown timer (a fixed 2 hours for every paper).
- Question Palette: Navigate easily between questions. Track status: Answered, Not Answered, or Marked for Review.
- Bilingual Support: Toggle between English and Hindi instantly for supported papers without losing progress.
- Performance Analysis: Get detailed insights after submission, including strengths, weaknesses, and recommended next steps.
Practice Papers FAQ
- What are the upload limits? PDF up to 8 MB and 80 pages maximum.
- When are upload credits charged? Credits are charged only after successful processing.
- Why might PDF preview not appear? Generated tests without a source paper may not have a preview. Uploaded papers show a preview once the source PDF is available.
- Can custom mock tests use my PDF? Yes. In Custom Mock, study material upload is optional and used to guide question generation.
Reflection
Assessments, interviews, and courses reveal what you know. Reflection turns that into self-awareness — guided reflection journeys that help you think more deeply, retain more, and convert insight into action.
A deliberate habit, not a one-sitting exercise
Each reflection journey is a short sequence of prompts that unlock over time — so reflection becomes a steady rhythm that compounds, rather than a form you fill once and forget.
Why Reflection Matters
Deeper Than Recall
Putting thoughts into words forces you to organise what you actually believe and understand. This metacognition is what the Analyze move of MAPPT looks for: whether you can explain and apply, not just remember.
Retention That Sticks
Spaced, deliberate reflection is woven into Playbook Journeys specifically to support retention and depth of thinking — so what you learn compounds over time instead of fading.
Insight Into Action
Every journey moves from clarity to beliefs to patterns to commitments — ending on concrete next steps. Reflection changes what you do, not just what you notice.
How Reflection Works
Start a reflection journey
Open the Reflection tab and type a topic — "I would like to reflect on…". Aynstyn generates a focused journey of prompts that build on each other. New here? You begin with a starter journey, You and World.
Answer one prompt at a time
Respond honestly in a few paragraphs. There's no right answer — the point is honest thinking, not performance.
Get a personal AI insight
Sprout reads your specific answer and writes a note around it, in the same style as its answers (with up to two "Read more" links), ending with one sharp follow-up question to push your thinking further. Your answers stay private.
Unlock the next step over time
The next prompt opens after a short cooldown (about 48 hours, and up to roughly three reflections a week) so the habit stays steady. You're notified the moment it unlocks — and you can draft your answer anytime, then submit when it opens.
Revisit and build
Resubmit a past answer for fresh analysis as your views evolve, run several journeys in parallel, and rename or remove them anytime. Every reflection feeds your Aynstyn profile, so assessments and planning get more personal over time.
Team Assessments
Team Assessments let you run a group knowledge audit — share one invite link, have each person take the assessment independently, and get an anonymised aggregate report showing exactly what your team knows and where the gaps are.
Built for teams of 2–10
One person creates the assessment for 25 credits. Each member's attempt is charged like any assessment. Results are fully anonymous — no individual scores are ever shown.
How It Works
Create the assessment
Go to Team Assessment in the sidebar and click Create New. Choose a subject, set a title, specify the maximum number of members (up to 10), and optionally set a completion deadline. This costs 25 credits.
Share the invite link
After creating, you receive a unique invite link. Share it with your team via email, Slack, WhatsApp, or any channel. You can also send email invitations directly from the Teams dashboard.
Members take the assessment
Each person clicks the invite link, signs in (or creates a free account), and completes the assessment independently on their own time. Their attempt costs the usual 10 credits (15 for voice) from their own wallet.
View the aggregate results
Once 2 or more members complete it, the Team Dashboard shows a knowledge heatmap — which topics the team collectively understands well, and which areas need attention. You see the dashboard once you've completed the assessment yourself. All data is anonymised; individual scores are never revealed.
Key Features
Anonymous Results
Individual answers are never exposed. The dashboard shows only aggregated knowledge gaps — safe for honest participation.
Knowledge Heatmap
A visual topic-by-topic breakdown showing where the team is collectively strong and where learning investment is needed most.
Email Invitations
Send invite emails directly from the dashboard to up to 10 team members. They receive a direct link to join the assessment.
Deadline Support
Set an optional completion deadline to keep the team on track. The assessment status updates automatically when all members complete it.
Everyone Pays Their Own Way
The creator pays 25 credits to set it up. Each member's attempt comes from their own credits, like any other assessment.
Live Progress Tracking
See in real time how many members have joined and completed the assessment. The dashboard updates as each person finishes.
Round-up Team Audio Discussion
Once your team assessment is live, you can start a Round-up from the results page. Round-up is a lightweight audio-only team discussion attached directly to that assessment, so your team can talk through the results without leaving context.
Audio-only, host-led, and attached to the results
Round-up is designed more like a quick huddle than a formal meeting. There are no video tiles by default. The creator schedules it, team members join from the same results page, and the session can be ended by the host.
Open the results page
As the creator, open the Team Dashboard. A small Round-up + launcher appears in the bottom-right corner so the results stay front and centre.
Schedule the discussion
Click the launcher, choose Schedule Round-up, set the title, date/time, duration, agenda, and optional invite note. Round-ups must be scheduled at least 30 minutes ahead, and only the creator can schedule and host one. Invite emails are sent automatically to joined members and pending invitees.
Start or join audio
When the time comes, the host clicks Start audio. Members use Join audio from the same floating Round-up panel. The session runs inside Aynstyn as an audio-only room.
End or reschedule
When a Round-up ends, the panel shows that state clearly and offers a single Schedule new Round-up action instead of duplicate meeting buttons.
Round-up Credits
Creating a team assessment still costs 25 credits. Round-up audio is billed separately only when the host starts the call.
How Round-up billing works
When the host clicks Start audio, Aynstyn charges a fixed amount up front for the booked duration, based on a 4-participant ceiling: about 19 credits for 30 minutes and 37 for 60. Ending early doesn't reduce the charge. The room auto-ends when the booked duration is reached, so the call does not run indefinitely.
Creating via Aynstyn Agent
You can also create team assessments directly through the Aynstyn Agent or WhatsApp Agent using natural language:
- "Create a team assessment on JavaScript for my engineering team"
- "Run a group knowledge audit on System Design — 8 people, deadline next Friday"
- "Set up a team assessment on Python basics for 5 members"
- "I want to assess my team on product management fundamentals"
The agent will collect the subject, member count, and deadline, then return an invite link you can share immediately.
Use Cases
🏢 Engineering Onboarding
Gauge a new hire cohort's foundational knowledge on a tech stack before designing training programmes.
📚 Study Groups
Run a pre-exam knowledge check across your study group to identify which topics need the most collective revision time.
🎓 Classroom Teachers
Assess where a class stands on a subject before a unit begins — without grading individuals, just understanding the group's baseline.
🚀 Team Upskilling
Identify skill gaps across a product or sales team before investing in training — focus resources on what actually needs work.
Pricing
25 credits to create · Members pay per attempt
The creator pays 25 credits once. Each member who joins via the invite link pays for their own attempt like any assessment: 10 credits for text, 15 for voice. On the free Spark plan it also counts toward the 3-assessment limit. Members sign in (or create an account) before joining.
Frequently Asked Questions
Collective Goals
Collective Goals turn learning into a shared, time-boxed journey. A small group commits to the same goal — say, "Get Competent in 2 Weeks" — and moves through a weekly plan of assessments, live group calls, and a final test together. Everyone is measured on the same yardstick, sees how the group is progressing, and is nudged forward by the same rhythm.
Accountability is the product. Solo goals are easy to abandon. In a Collective Goal you vest credits up front, share a schedule with your group, and show up for live sessions that ring your phone — so the group's momentum carries you through the weeks you'd otherwise stall.
Key Features
Join a Shared Goal
Join a public goal or an invite link. Every member works toward the same objective over a fixed journey of at least 2 weeks, with a capped group size.
Weekly Milestone Plan
A structured schedule of baseline and weekly assessments, live group calls, an optional AI interview, and a final test — each opening on its own date.
Live Group Calls
At each session's scheduled time, Aynstyn rings every joined member's verified phone and bridges you into one live group audio call to review the week and plan the next. You can also join from your browser. If fewer than 2 members have joined, the session is skipped and you get an email instead.
Blind, Fair Results
Assessment results stay hidden until a shared reveal time, then unlock the group's ranking and the topics most people missed — so everyone competes on the same clock.
Credit Escrow
You vest the goal's credit quote when you join. Credits are spent as milestones run, and any unspent balance is refunded when the goal completes or if you leave.
Completion Certificate
Take both the baseline and the final test to earn a certificate showing how far your score moved. It's emailed to you and has its own verify link.
How It Works
Verify Your Phone & Join
Because group sessions call your number, a verified phone is required to join. Joining vests the goal's credit quote as escrow and reserves your spot in the group.
Take the Baseline
When the goal starts, the baseline assessment opens for everyone. It captures where the group stands before the learning begins.
Work Through Weekly Milestones
Each week opens its own assessments within timed windows. Complete yours before the window closes — your progress is tracked privately until the group reveal.
Join the Live Group Call
At each session time your phone rings and drops you into the group call, or you can join from your browser. A short spoken intro connects everyone to compare results and set the focus for the week ahead.
Finish with the Final Test
The journey closes with a final test — and an optional AI interview for extra practice. Take the final test to earn your certificate, and any unspent escrow comes back to you.
What's Inside a Collective Goal
- Baseline & Weekly Assessments: Scored the same way as solo assessments, opened on a shared schedule.
- Timed Windows: Each assessment is open only between its start and reveal time, keeping the group on the same clock.
- Group Ranking & Gap Map: At reveal, see how the group scored and which topics the most people missed — the agenda for the next call.
- Live Group Sessions: Weekly group calls that ring every joined member with a verified phone and bridge them into one audio room (browser join works too), with join/leave cues so it stays lively. A session needs at least 2 joined members.
- Optional AI Interview: An extra voice practice milestone for groups that want conversational depth.
- Final Test & Certificate: A closing assessment and a certificate showing your baseline-to-final improvement.
Getting started. Browse public goals on the Community page or open an invite link, verify your phone, and join to vest your credits. You can also ask the Aynstyn Agent to create a goal of your own, public or invite-only. Make sure your phone number is verified in your profile before a session — only verified members are called when a group session goes live, and unspent escrow is returned to you when the goal completes.
Mentor Space (Playbook Marketplace)
A playbook is a structured preparation route built by another learner or a mentor — not a course to read, but a sequence of things to actually do, scheduled into your planner the moment you enrol. Browse them under Preparation → Mentor Space. You can also book a free 15-minute intro call with a mentor (one per mentor, while the mentor has free intro time available).
What a Playbook Can Contain
Assessments & Mock Papers
Knowledge checks and full mock papers, placed at the points in the route where they tell you something useful.
Practice & Mock Interviews
Voice practice sessions and AI mock interviews, so the route includes speaking, not only reading.
Live Mentoring
Real calls with the creator — video or audio inside Aynstyn, or a phone call where we ring you both.
Reflections
Prompts placed deliberately after the hard steps, so the work is consolidated rather than just completed.
Enrolling
Playbooks can be free or paid. When you enrol, every step is written into your planner on its scheduled date — you don't have to assemble anything yourself. Your enrolled playbooks live under the My playbooks tab in the Marketplace.
Where Your Mentoring Calls Appear
If a playbook includes mentoring, the call is booked when you enrol. You'll find it under Practice → Interviews → Scheduled, alongside your AI interviews, showing the playbook, your mentor, the time and the call type.
- A call still waiting on the mentor shows as Awaiting mentor until they confirm.
- Both you and your mentor get an email reminder a day before.
- The join button appears once the mentor has confirmed and the call window opens.
Creator Studio
If you've prepared for something and know the route, you can package it as a playbook and sell it. Creator Studio is where you build, price and run your playbooks, and it lives on its own site at creator.aynstyn.com.
Getting Set Up
Open a Creator Account
Go to Profile → Creator in the main app and choose Become a creator. It's free to join, and you keep 80% of every sale. Add a headline — it's the byline buyers see next to your playbooks.
Open the Studio
Use Open studio from that same panel, which takes you to creator.aynstyn.com. You stay signed in — it's the same Aynstyn account, not a separate login.
Complete Your Account Tab
Add your picture, mobile number and payout details before you publish. Your picture appears on every marketplace card; your number is only used to reach you about a booking or a payment, and is never shown to learners.
Build and Publish
Name a playbook, add steps, set your price and your weekly mentoring availability, then publish it to the marketplace.
Mentoring
If your playbook includes mentoring, learners book a slot from your availability when they enrol. Requests land in the Mentoring tab of the studio for you to confirm or decline. You choose how the call happens:
Call Types
- 🎥 Video call — runs inside Aynstyn, nothing to install
- 🎧 Audio call — same, without video
- 📞 Phone call — Aynstyn rings you both, so neither side shares a number
Every call runs through Aynstyn, so there is no link to send and nothing for either side to install.
Both you and the learner get an email reminder a day before every confirmed call.
Getting Paid
Set your payout destination in the studio's Account tab. Choose one — either UPI or a bank account:
- UPI — your UPI ID, in the form
yourname@bank. - Bank account — name on the account, account number and IFSC code.
Why You Type the Account Number Twice
A single mistyped digit sends money to a stranger, and there's no getting it back. The second field has to be typed by hand — pasting is deliberately blocked, because pasting the same typo twice would prove nothing.
How Your Payout Details Are Stored
- Your UPI ID and account number are encrypted before they're stored.
- They are never sent back to your browser — once saved, even you only see the last four digits.
- Aynstyn staff see the same masked view: enough to reconcile a payment, not enough to reconstruct your account.
- Changing your payout method replaces the old one, so only one destination is ever active.
Your Earnings
The Profile → Creator panel in the main app shows your live totals — playbooks published, learners enrolled, rating, mentoring sessions delivered and what you've earned. You keep 80% of every sale.
Community
The Aynstyn Community is a collaborative space where learners can ask questions, share insights, and grow together. Connect with peers, get answers from the Aynstyn Assistant, and engage in meaningful discussions about personal growth and learning strategies.
Key Features
Q&A Forum
Ask questions about any topic and get answers from the community and the Aynstyn Assistant.
Aynstyn Assistant Replies
Receive instant, helpful responses from the Aynstyn Assistant to kickstart discussions.
Anonymous Posting
Feel free to ask sensitive questions anonymously without revealing your identity.
Community Guidelines
To maintain a positive and helpful environment for everyone, please adhere to the following guidelines:
What is Allowed
- • Asking questions about learning, career, and personal growth.
- • Sharing helpful resources, tips, and study strategies.
- • Engaging in respectful debates and discussions.
- • Providing constructive feedback and encouragement to others.
- • Discussing challenges and seeking advice on overcoming them.
What is NOT Allowed
- • Hate speech, harassment, bullying, or personal attacks.
- • Spam, excessive self-promotion, or irrelevant links.
- • Sharing illegal content, exam leaks, or academic dishonesty.
- • Nudity, sexually explicit content, or gore.
- • Revealing others' private personal information (doxing).
Violations of these guidelines may result in content removal or account suspension.
Integrations & Developer Resources
Aynstyn is built to be agent-first. We provide multiple ways for developers and AI agents to integrate with our competence-building platform.
OpenAPI Specification
Access our machine-readable API definition to generate clients or explore endpoints.
View OpenAPI Spec →Authentication
Agents sign in with OAuth 2.1 (authorization code + PKCE, dynamic client registration), so no client ID is needed. The REST API accepts a signed-in user's Firebase ID token as a bearer token.
Read the developer guide →Developer Portal
Connect steps for Claude, Claude Code, ChatGPT, Cursor and VS Code, plus the A2A agent card and llms.txt.
Open the developer portal →MCP Integration (Model Context Protocol)
Aynstyn exposes its full learning platform as a Model Context Protocol (MCP) server. Connect from Claude Desktop, ChatGPT, Cursor, or any MCP-compatible client and get the complete Aynstyn experience — assessments, gap analysis, interview scheduling, team assessments, playbooks, Mentor Space, collective goals, autonomous multi-step plans and credit top-ups — without leaving your AI interface.
What is MCP?
The Model Context Protocol is an open standard that lets AI assistants call external tools and services on your behalf. When Aynstyn is connected as an MCP server, your AI assistant can run assessments, diagnose knowledge gaps, create learning goals, and even book sessions for you — all from a single conversation.
How to Connect
Claude and Claude Code
In Claude (web or desktop), open Settings → Connectors, choose Add custom connector, name it Aynstyn and paste https://app.aynstyn.com/mcp. Claude opens the Aynstyn sign-in the first time a tool is used.
In Claude Code, add the server from your terminal, then run /mcp and choose Aynstyn to sign in:
claude mcp add --transport http aynstyn https://app.aynstyn.com/mcpSteps for Cursor, VS Code and other clients are on the developer portal.
ChatGPT
In ChatGPT, turn on developer mode under Settings → Apps & Connectors, then create a connector with the URL https://app.aynstyn.com/mcp and choose OAuth for authentication. ChatGPT finds the rest automatically; no client ID or manual auth URLs are needed.
Sign In with Aynstyn
On first connection, you'll be directed to the Aynstyn consent page to authorise access. Sign in with your Google or LinkedIn account — the same one you use on Aynstyn — and click Authorize Access. The agent will then have access to all tools under your account.
Start Your Session
Once connected, just talk naturally. The agent knows your credits, subscription plan, assessment history, and learning goals from the moment the conversation starts.
Authentication & Access Levels
Signed In (OAuth)
Full access to all 32 tools at https://app.aynstyn.com/mcp. Credits are checked and deducted from your account the same as using the app. Autonomous Cal.com booking available if your phone is verified.
No-Account Trial
Connect to https://app.aynstyn.com/mcp/guest instead; the main /mcp endpoint asks you to sign in. Every tool is listed, but only assess_knowledge runs, limited to 3 assessments per IP address in a rolling 24 hours. Results are not saved to any profile.
Available Tools
Aynstyn exposes 32 tools to connected agents. Signed-in users have access to all of them. The main ones are described below.
Profile & Context
- get_user_profile — Returns your credit balance, subscription plan, phone verification status, and whether autonomous booking is available. The agent calls this at the start of every conversation so it never recommends something you can't afford or that won't work.
- diagnose_learner — Synthesises your full assessment history into a prioritised gap list in a single call. Returns persistent gaps (topics missing across multiple sessions), stagnant subjects (low scores over 2+ attempts), strong areas, and a ranked list of exactly what to do next. Use this instead of manually browsing history when you want to know where to focus.
Assessments
-
assess_knowledge — The core tool. You explain a subject in your own words; Aynstyn scores your understanding (0–100) and returns covered topics, missing topics, clarity, depth, and personalised feedback. Costs 10 credits. Free Spark accounts can take 3 assessments in total; at that point the tool returns
paymentRequiredand the agent can offer packs withget_topup_options. Also available on the no-account trial (3 per IP per 24 hours). -
get_assessment_history — Returns your past assessments with scores and feedback. Use
diagnose_learnerinstead if you want gap analysis — this tool is for browsing raw history.
Sessions & Booking
- get_interview_slots — Fetches real available slots from the Aynstyn calendar for the next 5 days (configurable). Always call this before booking — never guess a time. Automatically selects phone or web mode based on your account.
- book_appointment — Books a session. If your phone number is Twilio-verified, the booking is completed fully autonomously via Cal.com — no hand-off, no URL, just a confirmed booking returned inline. If no verified phone, returns a pre-filled booking URL instead. To enable autonomous booking: verify your phone in Settings → Profile.
- schedule_ai_interview — Returns a link to start a voice-based AI interview on the platform. Use when text assessments consistently score below 60 on the same subject. Costs 6 credits/minute; interviews run up to 60 minutes (or until your credits run out).
-
schedule_practice_session — Returns a link to a targeted practice session focused on your weak topics. Costs 6 credits/minute. Best used after
diagnose_learneridentifies stagnant subjects. - get_interview_history — Returns past interview and practice session records with status and date.
Learning Goals & Paths
- generate_learning_path — Generates 5–10 ordered topics to master for a given goal. Ephemeral — not saved. Best for quick exploration. Costs 5 credits.
- create_learning_goal — Creates a saved goal with an auto-generated topic path. Each topic becomes an assessable milestone with progress tracking. Use this when the user wants to commit to a goal. Refused when you already have 2 active goals (finish or abandon one first).
- list_learning_goals — Returns all saved goals with topics and completion counts.
Playbooks
- list_playbook_templates — Returns available playbook templates (e.g. "Prepare for a technical interview", "Become a better communicator"). Always call this before starting a playbook — never guess a slug.
- start_playbook_journey — Starts a full playbook run for your account. Creates a structured sequence of assessments, interviews, and reflection prompts with optional planner integration.
Team Assessments
- create_team_assessment — Creates a team knowledge audit. Set a title, subject, max members (up to 10), and optional deadline. Costs 25 credits. Each member pays for their own attempt like any assessment. Results are fully anonymous — only aggregate stats are shown.
- invite_to_team — Sends email invitations to team members for a team assessment (up to 10 emails at once).
-
get_team_results — Returns the aggregate dashboard: completion rate, score distribution, topic heatmap, most covered and most missed topics. Aggregates are only shown once 2+ members have completed. The most actionable field is
mostMissedTopics.
Understanding "Unclear Signal": Aynstyn uses open-ended inputs instead of multiple-choice. In the topic heatmap, Covered means they explicitly demonstrated understanding, and Missed means they explicitly failed to grasp it. Unclear Signal represents members whose answers were too vague, too brief, or went on a tangent, meaning the AI could not confidently score them. A high Unclear Signal indicates the team is not naturally bringing up this topic. -
send_team_reminder — Emails incomplete members a reminder. Rate limited to 2 per week with a minimum 3 days between sends. Call
get_team_resultsfirst to confirm there are actually pending members before sending. - get_pending_team_assessments — Lists team assessments you have joined but not yet completed.
Mentor Space
- search_mentor_playbooks — Searches mentor playbooks in Mentor Space.
- get_mentor_playbook — Returns one mentor playbook with its steps and price.
- get_mentor_profile — Returns a mentor's public profile.
- book_mentor_intro_call — Books the free 15-minute intro call with a mentor (one per mentor).
- enroll_in_mentor_playbook — Enrols you in a mentor playbook.
- get_my_mentoring — Lists your mentoring bookings.
Collective Goals
- list_group_goals — Lists public collective goals you can join.
- get_group_goal — Returns one collective goal with its plan.
- join_group_goal — Joins a collective goal (a verified phone is required).
Autonomous Plans & Credits
- plan_autonomous_goal — Plans a multi-step route toward a goal.
- execute_autonomous_plan — Runs the steps of a plan you approved.
- get_plan_status — Reports the progress of a running plan.
- get_topup_options — Lists credit packs with a checkout link (INR, EUR or USD) when credits run out.
Credit Costs
Text Assessment
10 credits per assess_knowledge call.
AI Interview / Practice
6 credits/minute via schedule_ai_interview or schedule_practice_session.
Voice Assessment
15 credits flat per voice assessment in the app.
Free Plan & Top-ups
Spark accounts start with 100 credits and 3 assessments. When credits run out, tools return paymentRequired; get_topup_options lists packs with a checkout link.
Learning Path
5 credits per generate_learning_path call.
Team Assessment
25 credits to create via create_team_assessment. Members pay for their own attempt.
Example Conversations
Knowledge check
"Assess my understanding of React hooks. I know about useState for local state and useEffect for side effects — it runs after every render unless you pass a dependency array..."
→ Agent calls assess_knowledge and returns your score, covered topics, missing topics (e.g. useCallback, useMemo), and personalised feedback.
Gap analysis
"Where should I focus my studying this week?"
→ Agent calls diagnose_learner and returns your persistent gaps, stagnant subjects, and a ranked list of exactly what to do next (e.g. "switch to voice interview for System Design — text scores haven't broken 55 in 3 attempts").
Autonomous booking (verified phone required)
"Book me a practice session for tomorrow at 3pm."
→ Agent calls get_interview_slots to find the nearest available slot, then calls book_appointment to complete the Cal.com booking inline — no app, no URL, just a confirmation returned in chat.
Team audit
"Create a team assessment on Python for my 5-person engineering team."
→ Agent calls create_team_assessment, returns an invite link, then invite_to_team with their emails. Once 2+ complete, get_team_results shows the aggregate heatmap of what the team knows and what they're missing.
Technical Details
Transport
Streamable HTTP (stateless). Requests handled via POST /mcp using JSON-RPC 2.0.
Authentication
OAuth 2.1 authorization code flow with PKCE and dynamic client registration. Access tokens expire after 30 days and come with refresh tokens.
Discovery
OAuth metadata at /.well-known/oauth-authorization-server and /.well-known/oauth-protected-resource/mcp. MCP clients discover it automatically from the 401 sign-in challenge.
Health Check
Verify server status via GET /mcp/health. Returns {"status": "ok"}.
Subjects & Topics
Aynstyn covers a vast range of subjects and allows for custom topics to match your specific learning needs.
Academic Subjects
Mathematics, Science, Literature, History, and more
Professional Skills
Programming, Business, Marketing, Design, and industry-specific knowledge
Custom Topics
Enter any subject or niche area you'd like to explore
Understanding Your Results
Every Aynstyn assessment provides a comprehensive report designed to give you actionable insights into your knowledge level.
Overall Score
A numerical representation of your overall understanding, topic coverage, depth, and answer quality in the assessed subject.
Competence Index
One number for how close you are to a clear, joined-up understanding of the subject, shown at the top of every report. It weighs the knowledge you showed, how well you connect and apply it, and the gaps that remain.
Implied Knowledge
Concepts you clearly used correctly without naming or explaining them. They count toward your coverage, so you get credit for what you can do, not only what you can define.
Bloom's Level
This shows the highest thinking level your answer demonstrated, from Remember and Understand up to Apply, Analyze, Evaluate, and Create.
Topic Coverage
Detailed breakdown showing how well you covered key concepts and subtopics within the subject area.
Clarity & Depth
Clarity measures how understandable and well-structured your answer was. Depth measures how much conceptual richness, detail, and nuance you showed.
Confidence vs Accuracy
This compares how confident your answer sounded with how strong the answer actually was. It helps distinguish between strong command, hidden ability, overconfidence, and foundational gaps.
Knowledge Strengths
Areas where you demonstrated exceptional understanding and could potentially teach others.
Growth Opportunities
Specific areas for improvement with suggestions for further learning and development.
How to Read Bloom's Level
- Remember: You mainly recalled facts, terms, or formulas.
- Understand: You explained the concept correctly in your own words.
- Apply: You showed how to use the concept in an example or practical situation.
- Analyze: You broke the topic into parts, compared ideas, or showed relationships.
- Evaluate: You judged options, justified choices, or discussed trade-offs.
- Create: You proposed an original solution, framework, or new way of thinking.
Your Bloom's level does not replace your score. It answers a different question. The score asks, "How strong was the answer overall?" Bloom asks, "What level of thinking did this answer demonstrate?"
Scoring System
Our scoring system evaluates multiple dimensions of your knowledge to provide a comprehensive assessment. It is designed to reward correct, structured, and meaningful explanations while reducing inflated scores for shallow responses.
- Depth of Understanding: How thoroughly you understand core concepts
- Breadth of Coverage: How well you cover different aspects of the subject
- Accuracy: Correctness of information and concepts shared
- Application: Ability to apply knowledge in practical scenarios
- Clarity: Whether your explanation is organized, coherent, and easy to follow
- Topic Coverage Signals: Whether you meaningfully addressed the important subtopics
How the Final Score Is Formed
Initial AI Evaluation
The assessment model first produces a base judgment of score, covered topics, missing topics, topic coverage, clarity, depth, and confidence.
Coverage and Structure Checks
Aynstyn then checks how much of the subject you actually covered and whether the answer shows structure rather than just isolated facts.
Score Normalization
If an answer is extremely short or too superficial, the final score is adjusted downward so that brief but lucky answers do not look stronger than they really are.
Final Report Assembly
The final score is presented together with Bloom's level, clarity, depth, confidence, and topic coverage so you can see why you got that score.
What the Score Does Not Mean
Aynstyn's score is not simply a school-style mark out of 100 for memorization. It is a weighted estimate of answer quality, conceptual command, coverage, and usefulness. That is why two answers with similar correctness can still receive different scores if one is clearer, deeper, or more complete.
Acting on Growth Areas
The most valuable part of any assessment is using the insights to improve. Here's how to make the most of your results:
Targeted Learning
Focus your study efforts on the specific gaps identified in your assessment. From the results page you can run a correction check (explain one gap back in two minutes for 3 credits; the Competence Index updates) or generate a course from the assessment.
Regular Reassessment
Take follow-up assessments to track your progress and identify new learning opportunities.
Seek Resources
Use the insights to find relevant courses, books, or mentors in your growth areas.
Use Bloom's Level As Your Next Challenge
If your result is at Remember or Understand, try to move toward Apply. If you are already at Apply, work on Analyze and Evaluate by comparing ideas, explaining trade-offs, and solving more realistic problems.
Watch the Confidence vs Accuracy Pattern
If your confidence is high but accuracy is low, slow down and rebuild fundamentals. If your accuracy is high but confidence is low, practice speaking or writing your explanation more decisively.
Account Management
Manage your Aynstyn account settings, view your assessment history, and control your preferences.
Profile Settings
- Update your name, phone number (verified by SMS code), role, job and company, LinkedIn, country and what you're preparing for in Settings
- Add an email address if your account doesn't have one yet (for example, if you signed up by phone)
- Manage notification preferences in Settings → Notifications
- View assessment history and progress
- Export any assessment report as PDF, HTML or JSON, or share it with a public link, from its results page
- Delete your account (see Privacy & Security below)
Privacy & Security
Your privacy and data security are our top priorities. We employ industry-standard security measures to ensure that your learning journey remains private and protected.
Encrypted Assessment Inputs
Your raw assessment inputs are encrypted at rest (AES-256). They are decrypted only on our servers to score them, and the text is sent to our AI model providers for that analysis.
Data Protection
Your personal information and assessment history are encrypted at rest and in transit using secure protocols.
Privacy Controls
You can delete your account at any time: in the mobile app (Profile → Settings → Delete account), at aynstyn.com/delete-account, or by emailing support@aynstyn.com. You're signed out everywhere straight away, and everything is permanently deleted after 30 days. Until then, email support@aynstyn.com to restore the account.
Cookie Choices
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Help & Support
Need assistance? We're here to help you get the most out of Aynstyn.