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like you?

If any of these sound familiar, you're in the right place. One structured path that takes you from "where do I even start?" to a confident AI Product Manager.

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Everyone's talking about AI. Where do I even start?
RAG, agents, embeddings... it all sounds like jargon to me.
I use ChatGPT, but is that really 'knowing AI'?
Every interview now asks AI questions. I'm not ready.
There's too much content out there. What actually matters for PMs?
Everyone's talking about AI. Where do I even start?
2000 +
Learners
25 +
Case Studies
200 +
Real PM Interview Questions
20
Modules
Who is this for

Wherever you're starting from, there's a path

Whether you've never touched product, or you're a PM watching AI reshape the role overnight — this course meets you exactly where you are.

🚀

Breaking into PM

You want to get into product but the path looks foggy. Get a clear roadmap — from fundamentals to cracking your first PM interview.

PM → AI PM

You're a solid PM, but "AI PM" feels like a different job. Decode the concepts, master the tools, and make the transition without starting over.

🎯

Facing AI Interview Rounds

Every PM interview now has AI questions. Walk in ready — with frameworks, solved case studies, and 200+ real questions.

🧠

Founders & Builders

You're building with AI and want to think like a PM — prioritise ruthlessly, talk to users, and ship what actually matters.

What you'll learn

You don't need to learn everything. Just these six skills, in this order.

Forget the firehose of newsletters and hot takes. This is the roadmap — six skills that actually matter for an AI-era PM, sequenced so each one builds on the last. Start at 01.

01
🏗️

PM Fundamentals

Know your user. Define the strategy. Own the roadmap. Everything else builds on this.

02
⚙️

Technical Concepts

Speak engineer. Understand APIs, CDNs, AI models — enough to unblock teams and earn trust.

03
🤖

Prompting & AI Tools

Right output. Right tool. Right time. Prompting is part art, part science — master both.

04
🚀

Go-To-Market

Building is now table stakes. Distribution wins. Nail your value prop, pricing, and GTM motion.

05
📊

Ship & Measure Impact

Shipping is a skill. Measuring is a discipline. If you can't track it, you can't improve it.

06
🗣️

Communicate & Influence

More stakeholders, more stakes. PMs who rise lead without authority — through clarity and trust.

Curriculum

Everything in one place. No more 50 open tabs.

Stop stitching together newsletters, YouTube videos, and half-finished playlists. PM fundamentals, AI concepts, interview prep, case studies, and hands-on projects — one structured, self-paced course.

🎯 Real-world application — not just theory
🔄 Monthly updates to concepts & case studies
🛠️ Case-study and project-based learning
Module 1
Interview Preparation
8 topics · PM interview mastery
  • Types of PM Interview Questions
  • Types of AI PM Interview Questions
  • 200+ Real PM Interview Questions
  • Understanding the Three Types of AI Product Managers
  • How to measure the accuracy of AI projects?
  • How to calculate the pricing of your AI project?
  • How to answer product metrics questions?
  • How to approach Guesstimate questions?
Module 2
Case Studies — Solved
18+ case studies · With full solutions
  • Product Improvement — full solution walkthrough
  • Campaign Performance Analysis
  • Feature Performance Analysis
  • Guesstimate: Estimate the number of Uber rides (2 methods)
  • Guesstimate: Flights landing/taking-off daily from Mumbai airport
  • Product Metrics: What should PMs at WhatsApp track?
  • Product Improvement: Improve your favourite product
  • PRD: Create a PRD for Filters
  • PRD: Create a PRD for Widgets
  • Product Success: Measuring success of Instagram Stories
  • Pricing Strategy: Toothbrush that lasts forever
  • Prioritisation: Prioritize features using MoSCoW
  • Strategy: Your strategy as CPO of Atlassian
  • User Research: Questions for new product development
  • Product Design: Create Uber for Elderly People
  • AI Evals for Customer Support System
Module 3
Case Studies — Practice Set
20+ cases · You solve first, then compare
  • Create a subscription management product
  • Email metrics analysis
  • Root Cause Analysis — Quora signups drop
  • Product-led growth: Threads leveraging Instagram & WhatsApp
  • Analytical ability: AmbitionBox reviews sorting logic
  • Zomato — product design
  • Evaluate filter performance
  • LinkedIn content creator case study
  • RCA: Cart abandonment
  • Case study asked at Tide Financial Services
  • LogiMatch: Logistics Dashboard (B2B)
  • Building a referral engine
  • YouTube Shorts reducing long-format engagement
  • Reviving dormant users in a habit tracker app
Module 4
Hands-on Projects
4 projects · Build real things
  • Project 1: Building your personal website
  • Project 2: Building your personal AI assistant
  • Project 3: Automated job scheduler
  • Project 4: Automate release note generator
Module 5
AI PM Concepts
10 topics · Deep AI literacy for PMs
  • Predictive AI vs. Generative AI — key differences
  • Supervised, Unsupervised & Reinforcement Learning
  • How do LLMs work?
  • 3 Types of AI Models: Transformers, GAN, Diffusion
  • Decode RAG (Retrieval-Augmented Generation) and AI Evals
  • Chunking: The foundation of effective RAG apps
  • Vector Databases
  • Embeddings
  • Workflows vs. AI Agent vs. Agentic AI
  • The role of GPUs in powering modern AI
Module 6
Tech 101 for PMs
4 topics · Talk confidently with engineers
  • APIs demystified
  • CDN and Caching
  • Kubernetes
  • CSR (Client-side Rendering) vs SSR (Server-side Rendering)
Module 7
Frameworks
4 frameworks · Decide faster, prioritise smarter
  • MoSCoW prioritisation framework
  • RICE scoring model
  • KANO model for feature prioritisation
  • To AI or Not to AI — framework for deciding where AI fits
Module 8
Email Marketing for PMs
3 topics · Own the channel, drive activation
  • Writing a perfect PRD for your email task
  • Best practices to write an email for your product
  • 11 key metrics to track for email
Module 9
Product Analytics
2 topics · Measure what matters
  • Top metrics to track for every PM
  • North Star Metrics — deep-dive into Uber, Airbnb, and Spotify
Module 10
Prompt Library
8 ready-to-use prompts · Copy, paste, win
  • Prompt: "How would you improve product X?" — structured answer
  • Prompt: Get brutally honest feedback from ChatGPT (bias removed)
  • Prompt: Optimise your LinkedIn profile
  • Prompt: Refine your User Research Survey (MoMs Test)
  • Prompt: Track and analyse competitors and industry
  • Prompt: Analyse any listed stock and get recommendations
  • How to prompt like a pro — improve your prompt quality
  • Prompt: Research a company before your interview
Why AI Monks

AI Monks vs. other PM courses

Most PM courses give you slides and theory. This one gives you everything you actually need — at a fraction of the price.

What you get AI Monks Other courses
Price
One-time payment
$100 $500 – $2,000+
Access Duration
How long you keep the content
Lifetime Up to 1 year
Self-paced
Learn on your own schedule
Varies — many are cohort-based
PM + AI + Tech + Interview Prep — all-in-one
No need to buy 3 separate courses
Case study-based learning
25+ real scenarios, not just lectures
Taught by an active VP Product
Not a retired PM or full-time content creator
Prompt library for PMs
Ready-to-use prompts for your daily work
Hands-on projects
Build real things, not just watch videos
Content updated regularly
New case studies and AI topics added monthly
Student love

What students say

4.6
★★★★★
68 ratings · 51 reviews
★★★★★

"Vishal tried to understand my journey first, then gave incredibly practical tips. He explained the PM roadmap with real examples that actually made sense for my background."

A
Ananya S.
Transitioned to PM · Bangalore
★★★★★

"The session was super helpful. He shared resources and a clear path to transition into PM. The case study walkthroughs were the most valuable part — I used them directly in my interviews."

R
Rohit M.
SDE → APM · Delhi
★★★★★

"What I loved most is that Vishal doesn't give you generic advice. He really digs into your specific situation and gives personalised guidance you can act on immediately."

P
Priya K.
Business Analyst → PM · Mumbai
★★★★★

"The AI tools module alone was worth the price. I now use AI every single day to write PRDs, run retros, and prep for stakeholder meetings. My manager has noticed the difference."

S
Siddharth T.
Senior PM · Hyderabad
★★★★★

"I got my PM offer within 6 weeks of finishing the course. The interview frameworks are crisp, practical, and easy to remember under pressure. Highly recommend."

N
Nisha R.
Consulting → PM at a Series B · Pune
★★★★☆

"Great depth on the prompting and AI tools section. Would love even more case studies — but given they update monthly, I'm not complaining. The overall structure is excellent."

K
Karan V.
APM at a fintech startup · Chennai
Pricing

One course. Everything included.

No subscriptions, no upsells. Pay once and own it forever.

🔥 Limited Introductory Price — 80% Off

Complete AI PM Course

PM Fundamentals · AI Concepts · Tech 101 · Interview Prep · Case Studies

$100 $500 80% OFF
  • 10 modules · 20 topics · lifetime access
  • 25+ case studies (new ones added monthly)
  • 200+ real PM interview questions
  • Prompt library — 8 ready-to-use PM prompts
  • 4 hands-on projects to build your portfolio
  • AI, Tech, Frameworks & Analytics modules
  • Certificate of completion
  • All future updates included
Enroll Now →

🔒 Secure one-time payment · Instant access after purchase

🛡️ 100% Refund if you don't like it within 48 hours. No questions asked.
FAQ

Common questions

Is this course right for me if I'm not yet a PM? +
Absolutely. The course is designed for both aspiring PMs and working PMs. If you're transitioning into product, the interview prep and case study modules will be especially valuable. If you're already a PM, the AI tools and prompting modules will immediately improve your day-to-day output.
How long will I have access? +
Lifetime access. Pay once and the course is yours forever — including all future updates, new case studies added monthly, and any new modules added over time.
Is this self-paced or does it have live sessions? +
The course is fully self-paced — go through it at whatever speed works for you. There are no live sessions required. If you'd like 1:1 mentorship with Vishal, that's available separately on Topmate.
How is this different from other PM courses? +
Most PM courses are theory-heavy and cover only one area. AI Monks combines PM fundamentals, AI concepts, tech literacy, interview prep, and 25+ case studies in a single course — at $100. Vishal is an active VP Product, not a retired PM, so the content reflects what actually matters in the job today.
Do I need a technical background? +
No. The Tech 101 and AI Concepts modules are built specifically for non-technical PMs. You'll learn what you need to know to work confidently with engineers and understand AI systems — without needing a computer science degree.
What is the refund policy? +
100% refund within 48 hours of purchase, no questions asked. If it's not what you expected, just reach out and you'll get a full refund.
Do I get a certificate? +
Yes. On completing the course you'll receive a certificate you can add to your LinkedIn profile and resume.

Stop wondering where to start. Start here.

Join 2000+ PMs who turned "I don't get AI" into their career edge — and are cracking interviews at top companies.

Start My Journey →