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AI Product Leader | VP - Product @ AmbitionBox (Info Edge/Naukri) | Monetization, GTM, 0→1 | Product × GenAI Writer & Mentor | #6 PM Creator, Favikon India | vishalbagla.com
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I build products at AmbitionBox and write about how AI is changing the way PMs work. 68K+ people read along, and Favikon ranks me #6 among India's PM creators. My day job is VP of Product, leading the B2B employer side of AmbitionBox (Info Edge / Naukri). That covers monetization, product, sales enablement and customer experience. A few numbers from that work: 1/ 30 lakh to 1 crore+ monthly users in 5 years 2/ Our first paid product, 0 to 1,000+ paying clients in year one 3/ Info Edge Platinum Award for Best Project of the Year (2026), and the Exceptional Achiever Award (2023), given to 15 of 6,000+ employees I came to product the long way around. Engineering at Delhi College of Engineering. Then the first PGDBA batch at IIM Calcutta, IIT Kharagpur and ISI Kolkata. After that came Evalueserve, Oracle and American Express, where I built an NLP model that grew the target loan base by 1M+ customers. Then consulting at Alvarez & Marsal for Fortune 500 clients and PE firms. 2 EdTech startups taught me how products actually get built. At INDmoney I launched a mutual fund tracker that read straight from AMC statements and took accuracy from 85% to 99.8% in 6 months. Outside work, I write and teach. Thought pieces on Product × GenAI here, and longer ones at vishalbagla.substack.com. I have mentored 5,000+ students and professionals, and guest lectured on AI and product at IIT Roorkee, IIM Calcutta, IIM Mumbai and NMIMS. What I write about: AI products and LLMs · Product strategy · Monetization · B2B SaaS · Product-led growth · PM careers Want to talk product or AI? Email me at [email removed] I am building lives at vishalbagla.com.
My most engaged audience
53% Founder / C-level · 31% Engineering / Data
From 134 people who reacted to or commented on my posts
Public LinkedIn data · Oct 23, 2026
Just want to have this much money! Internet not working, open a telecom company! Want to buy a toy? Acquire Hamley! What would you do if you had so much money? 😂 #MondayMotivation
26 case studies to help you crack your next PM interview: {{ Save this post before you move forward - you won't find it again. }} [1] Case study 1 - Creating a GenAI-powered resume screener https://lnkd.in/gH327HhS [2] Case study 2 - Creating a LinkedIn Resume Parser https://lnkd.in/gTCD24Ks [3] Case study 3 - Evaluating an AI-powered Customer Support System https://lnkd.in/gM4KAdDN {{ Not saved yet? Time to do it now, else you will miss the most comprehensive resource you will see today }} [4] Case study 4 - Building a Co-Pilot for your Support team https://lnkd.in/gPBV94BH [5] Case study 5 - Building Content Engine https://lnkd.in/gAbgjPJh [6] Case study 6 - Credit model for borrowers with zero financial history https://lnkd.in/gPnGHGu2 [7] Case study 7 - Universal remote control https://lnkd.in/gUKPVreS {{ Want to practice these and more such case studies? Check out link in the first comment }} [8] Case study 8 - Reviving Dormant Users in a Habit Tracker App https://lnkd.in/gnUFzThn [9] Case study 9 - Amazon 'Buy Now' CTA - User insights https://lnkd.in/gnupa8MU [10] Case study 10 - Key metrics for Airbnb Hosts https://lnkd.in/gzMCfPW9 [11] Case study 11 - Drive engagement for long-format videos on YouTube https://lnkd.in/d7W3-3jX {{ Check out for more details: https://lnkd.in/gUCcV3FQ }} [12] Case study 12 - Improve ratings of partners in a Hyperlocal app https://lnkd.in/diQmRiCk [13] Case study 13 - Building referral engine https://lnkd.in/dN2nKEn2 [14] Case study 14 - Increase repeat purchases on a food delivery app https://lnkd.in/dk_Uzsp8 {{ Send this post to one person with whom you would want to practice these }} [15] Case study 15 - Building a B2B dashboard for SMBs for a Logistics company https://lnkd.in/dTyA7VyA [16] Case study 16 - Reduce app uninstall rate for a fintech app https://lnkd.in/dASrii3v [17] Case study 17 - Building feedback loops on an EdTech platform https://lnkd.in/d_ZEUPxR {{ Want to kickstart your AI PM journey? check out: https://lnkd.in/gAVvrSrh }} [18] Case study 18 - Increasing cart abandonment in an e-commerce app https://lnkd.in/ddGccTss [19] Case study 19 - Performance analysis https://lnkd.in/dJZbYHXd [20] Case study 20 - Product design https://lnkd.in/detfZ8id {{ Stay updated with latest AI and Product developments - https://lnkd.in/deRr6gDz }} [21] Case study 21 - How would you improve user experience using data? https://lnkd.in/dkKtchQC [22] Case study 22 - Analytical ability (building a logic) https://lnkd.in/dnmB3qR2 [23] Case study 23 - Product-led growth https://lnkd.in/dU2axMbY [24] Case study 24 - Root Cause Analysis https://lnkd.in/dQFe-tfr [25] Case study 25 - Performance Analysis https://lnkd.in/dhymU9ut [26] Case study 26 - Product design and thinking https://lnkd.in/d8amWb_5 Liked this? Follow Vishal Bagla for more. #CaseStudies #ProductManagers #ProductManagement #InterviewPrep
People often ask me how to get their first PM interview call. My honest answer is that most applications are sent to the wrong roles with the wrong resume. The resumes I see usually have the same issues. Two-line bullets. Numbers hidden mid-sentence. The same version sent to a fintech role and a SaaS role. And when the interview comes, the candidate has never used the company's product. I am running a 90-minute live masterclass that fixes these with AI, step by step. You leave with actionable strategy, reusable prompts that will 10x your job search. Sunday, 18 October | 10:30 AM to 12 PM IST | Live on Zoom DM me "PM" and I will send you the link. Share it with someone who has been applying for months and hearing nothing. #ProductManagers #ProductManagement #Hiring #JobSearch #Masterclass
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Based on 134 people who reacted to or commented on my posts. Percentages use the profiles that could be classified.
Based on 134 people who reacted to or commented on my posts. Percentages use the profiles that could be classified.
Based on 134 people who reacted to or commented on my posts. Percentages use the profiles that could be classified.
Based on 134 people who reacted to or commented on my posts. Percentages use the profiles that could be classified.
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Vishal Bagla is a B2B LinkedIn creator based in India with 68,427 followers, posting about AI, Growth / GTM, and Software. On Naano, one sponsored LinkedIn post by Vishal Bagla costs €607, a fixed price per post. Vishal Bagla is not taking new bookings right now.
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