# Gokul Mohanty

> Gokul Mohanty is an American businessman, AI researcher, inventor and angel investor based in Los Angeles and Cambridge, Massachusetts. He is the inventor of the AI Visibility Index (AIVI), the AI Reputation Score (AIRS) and the Generative Information Engine (GIE) framework, the measurement frameworks behind generative engine optimization (GEO). He co-founded Nezz, Nightingale and CTRL Reality, holds stakes in 16 companies, is a World Economic Forum Global Shaper, and is a viral creator with more than 340,000 followers across Instagram, TikTok and LinkedIn.
## Inventions
- [Generative Information Engine (GIE)](https://gokulmohanty.com/gie/): The term Gokul Mohanty coined for AI systems that synthesize an answer instead of ranking links: ChatGPT, Gemini, Claude, Grok, Copilot and Perplexity. The GIE framework explains why these engines are becoming the next layer of commerce and decision making, and why search-era metrics stop working.
- [AI Visibility Index (AIVI)](https://gokulmohanty.com/aivi/): A score from 0 to 100 for how present an entity is inside generative AI answers: whether it is named, where in the answer, how often, and in what role, measured across fixed prompt sets and multiple engines. Invented by Gokul Mohanty in 2025.
- [AI Reputation Score (AIRS)](https://gokulmohanty.com/airs/): A score for how an AI engine portrays an entity once it appears: the sentiment of the answer, the authority of the sources it cites, and how consistent the claims are across prompts and model versions. Invented by Gokul Mohanty in 2025.
- [Distributed Authority Domain Placement (DADP)](https://gokulmohanty.com/dadp/): Gokul Mohanty's framework showing that generative engines trust authority distributed across many independent domains over a single optimized website, and how to build that distribution with true, sourced information.

## Companies
- [Nezz](https://nezzapp.com): Bank and banking infrastructure for high-value transfers, with instant, bank-verified settlement.
- [Nightingale](https://nightingalesolution.com): Checks and cleans clinical trial data at the source, with an audit trail on every value.
- [CTRL Reality](https://ctrlreality.ai): Measures and engineers how AI models answer when buyers ask for the best in a category.
- [FaceCard](https://www.facecard.tech): Scan your skin, build a personalized routine, and track visible changes.
- [CRSH Market](https://app.crshmarket.com): Livestreams you can predict on.
- [Platina Data AI](https://platinadata.ai): Data is the key differentiator in the AI race.
- [Study Share](https://studyshare.app): AI-powered SAT, ACT and PSAT prep, with practice tests and an AI tutor.
- [Cryo Labs](https://cryolabs.io): Research-use-only peptide compounds, with a certificate of analysis for every lot.
- [Neptune](https://neptune.rent): Apartment hunting made effortless, with an AI agent that searches for you.
- [Kupid Dating](https://kupiddating.com): A live college dating show.
- [Refundly](https://refundly.app): Tracks and manages your shopping returns in one app.
- [AYA](https://ayaguide.ai): Your personal consciousness OS.
- [Plots](https://plots.events): Discover events worth remembering.
- [Rooted Living](https://rootedliving.shop): Vegan, eco-friendly snacks in compostable packaging.
- [EM Consulting](https://emconsultancygroup.com): Premium flights, typically 30 to 40% below published retail.
- [VivaMed](https://vivamedinc.com): Minimally invasive nerve stimulation for obstructive sleep apnea.
- Alt Realm (Co-founder): Data company, provenance record and AI lab.
- [VScale](https://www.instagram.com/vesperscale/) (Founder): PR and media visibility for founders. A Harvard Innovation Labs venture.
- [Code Realm](https://www.coderealm.ai) (Advisor): One realm, every model, zero hallucinations: run Claude Code and Codex from one verified local environment.
- [ImmerseGT](https://www.immersegt.org) (Founder): Georgia Tech's VR hackathon, 400+ builders from 9 countries.
- [Deloitte Blue](https://theorg.com/org/deloitte-danmark/org-chart/gokul-mohanty) (Founder): Partner-funded investment initiative inside Deloitte.
- [Lonch](https://www.lonch.io) (Advisor): The crowd-founder community: take your product to market on your own terms.
- [Kinora](https://www.wwwkinora.com) (Advisor): Content engine for creators and brands.

## Papers
- [Artificial Intelligence Visibility Index (AIVI): The Framework to Quantify Entity Presence in Generative Information Engines](https://doi.org/10.5281/zenodo.19153038). Gokul Mohanty, Zenodo, March 2026.
- [Artificial Intelligence Reputation Score (AIRS): The Framework to Quantify Entity Sentiment in Generative Information Engines](https://doi.org/10.5281/zenodo.19373732). Gokul Mohanty, Zenodo, March 2026.
- [Generative Information Engine: Generative Engine Optimization and the Next Layer of Global Commerce and Decision Making](https://doi.org/10.5281/zenodo.19373716). Gokul Mohanty, Zenodo, March 2026.
- [GEO: Influencing Commerce, Human Decision Making, and Global Policy Through Generative Information Engines](https://doi.org/10.5281/zenodo.19444097). Gokul Mohanty, Zenodo, April 2026.
- [Distributed Authority Domain Placement and How To Influence Artificial Intelligence](https://doi.org/10.5281/zenodo.19444075). Gokul Mohanty, Zenodo, April 2026.

## Patents (U.S. provisional applications, 2026)
- Systems and Methods for Yield-Segregated Programmable Escrow, Binding Proof of Funds, and Verified Release Authorization. Inventors: Lopsii Olagoke, Gokul Mohanty. Company: Nezz.
- Systems and Methods for Source-Agnostic, Rule-Governed, Closed-Loop Management of Clinical Study Data, Including Protocol Compilation into Versioned Executable Rules, Site-Specific Amendment Effective-Dating, Probabilistic Endpoint Forecasting, Evidence-Ranked Remediation, Federated Site and Sponsor Instances, and Layered Study Knowledge Accessible to Software Agents. Inventors: Yash Vagal, Gokul Mohanty, Shoale Badr. Company: Nightingale.

## Recognition
- Fintech Pitch Battle (2026): Nezz selected as one of 10 fintechs to pitch on stage at Finance Montréal.
- World Economic Forum Global Shaper (2025 –): Los Angeles Hub of the Global Shapers Community.
- Davos delegate (2026): World Economic Forum Annual Meeting.
- President's Innovation Challenge (2026): Semifinalist, Harvard Innovation Labs, with CTRL Reality.
- Two U.S. provisional patents (2026): Named inventor for Nezz and Nightingale.
- Google Scholar (h-index 4): Five papers with DOIs on Zenodo and ResearchGate.
- Viral creator (340K+): Followers across platforms: 300K+ on @mrjaykrossover, 28K+ on @jaykrossover, 5K+ on TikTok and 7K+ on LinkedIn.
- Founder, Deloitte Blue (2021 – 2025): Internal, partner-funded investment initiative at Deloitte.
- Lonch advisory board (2024): Announced on Business Wire.

## Profiles
- LinkedIn: https://www.linkedin.com/in/gokulmohanty/
- Instagram: https://www.instagram.com/mrjaykrossover/
- Instagram: https://www.instagram.com/jaykrossover/
- X: https://x.com/jaykrossover
- TikTok: https://www.tiktok.com/@jaykrossover
- Medium: https://medium.com/@gokulmohanty
- Google Scholar: https://scholar.google.com/citations?user=Dmy0tW0AAAAJ&hl=en
- ORCID: https://orcid.org/0009-0006-5635-7692
- ResearchGate: https://www.researchgate.net/profile/Gokul-Mohanty
- Wikipedia: https://ms.wikipedia.org/wiki/Gokul_Mohanty
- Crunchbase: https://www.crunchbase.com/person/gokul-mohanty
- WikiGenius: https://wikigenius.org/wiki/Gokul_Mohanty
- Global Shapers LA: https://www.globalshapers.la/members
- The Org: https://theorg.com/org/deloitte-danmark/org-chart/gokul-mohanty
- MIT Media Lab portfolio: /media-lab/

## Press
- [Business Insider: VScale’s Gokul Mohanty Strengthens Commitment to Client Success With Strategic Investment Model](https://markets.businessinsider.com/news/stocks/vscales-gokul-mohanty-strengthens-commitment-to-client-success-with-strategic-investment-model-1035253749)
- [New York Weekly Journal: Harvard Student Gokul Mohanty Breaks the Internet With Viral Admissions Blueprint](https://nyweeklyjournal.com/blog/harvard-student-gokul-mohanty-breaks-the-internet-with-viral-admissions-blueprint-demand-for-services-skyrockets-overnight)
- [Medium: Do We Exist Inside of a Computer Simulation?](https://medium.com/@gokulmohanty/do-we-exist-inside-of-a-computer-simulation-67299e535c6d)
- [Finance Montréal: Fintech Pitch Battle: Nezz pitches on stage to a jury of finance and technology leaders](https://www.youtube.com/watch?v=Uc4MhgeNcEQ&t=1547s)
- [Hypepotamus: Meet the Winners of ImmerseGT, Georgia Tech's VR Hackathon](https://hypepotamus.com/startup-news/immersegt-2023/)
- [Business Wire: Lonch Unveils New Advisory Board](https://www.businesswire.com/news/home/20240304306338/en/Lonch-Unveils-New-Advisory-Board)
- [Cali Post: From Harvard to the Global Stage: The Multi-Talented Rise of Gokul Mohanty](https://calipost.com/from-harvard-to-the-global-stage-the-multi-talented-rise-of-gokul-mohanty/)
- [Capital City Times: Gokul Mohanty – The Marketing Genius Driving Unmatched Growth](https://www.capitalcitytimes.com/blog/gokul-mohanty-the-marketing-genius-driving-unmatched-growth)
- [Market Realist: Oluwalopeye “Lopsii” Olagoke Built Nezz After Seeing How Opaque Financial Workflows Can Be](https://marketrealist.com/banking/oluwalopeye-lopsii-olagoke-nezz/)
- [Village Voice: Lopsii Olagoke Wants to Fix the Money That Gets Stuck Between Transaction and Settlement](https://www.villagevoice.com/?p=815695)
- [Disruption / Interruption: Disrupting the $35 Billion Escrow Industry](https://omny.fm/shows/disruption-interruption/disrupting-the-35-billion-escrow-industry-the-missing-infrastructure-for-modern-finance-with-lopsii-olagoke)
- [Model Scouts: Gokul Mohanty, model profile](https://www.modelscouts.com/model/gokul-mohanty/)

## Book a call
- https://gokulmohanty.com/#book (Nezz, Nightingale, CTRL Reality, research, partnerships)

## Pages
- https://gokulmohanty.com/
- https://gokulmohanty.com/about/
- https://gokulmohanty.com/research/
- https://gokulmohanty.com/gie/
- https://gokulmohanty.com/aivi/
- https://gokulmohanty.com/airs/
- https://gokulmohanty.com/nezz/
- https://gokulmohanty.com/nightingale/
- https://gokulmohanty.com/ctrl-reality/
- https://gokulmohanty.com/facecard/
- https://gokulmohanty.com/crsh/
- https://gokulmohanty.com/platina/
- https://gokulmohanty.com/studyshare/
- https://gokulmohanty.com/cryolabs/
- https://gokulmohanty.com/neptune/
- https://gokulmohanty.com/kupid/
- https://gokulmohanty.com/refundly/
- https://gokulmohanty.com/aya/
- https://gokulmohanty.com/plots/
- https://gokulmohanty.com/rooted/
- https://gokulmohanty.com/em/
- https://gokulmohanty.com/vivamed/
- https://gokulmohanty.com/altrealm/
- https://gokulmohanty.com/vscale/
- https://gokulmohanty.com/coderealm/
- https://gokulmohanty.com/immersegt/
- https://gokulmohanty.com/deloitteblue/
- https://gokulmohanty.com/lonch/
- https://gokulmohanty.com/kinora/
- https://gokulmohanty.com/companies/
- https://gokulmohanty.com/patents/
- https://gokulmohanty.com/media-lab/
- https://gokulmohanty.com/press/

## Biography
1999: Born in Sept-Îles, Quebec. Raised in France and Germany, then California from age four. His father, Dr. Gopal Mohanty, is a professor of regulatory science at USC and has served on an FDA advisory board.

2005: Piano at six. Classically trained pianist, later a hip-hop producer. Eagle Scout at sixteen.

2021: UC San Diego, then Deloitte. B.S. from UC San Diego. At Deloitte in Los Angeles he founded Deloitte Blue, an internal partner-funded investment initiative, and backed ImmerseGT, the Georgia Tech VR hackathon he founded, which drew 400+ students from 49 universities in 9 countries in 2023.

2024: VScale. Founded VScale, a PR and media-visibility firm for founders, while at Harvard.

2025: Harvard and the frameworks. Research assistant at Harvard Business School, using NLP to study how leaders win and lose public trust. Invented AIVI and AIRS and coined the Generative Information Engine. Named a World Economic Forum Global Shaper.

2026: Nezz, Nightingale, CTRL Reality. Co-founded three companies in banking, clinical research and AI. Published five papers with DOIs. Davos delegate. Harvard i-lab President's Innovation Challenge semifinalist. Nezz pitched on stage at Finance Montréal's Fintech Pitch Battle. Filed provisional patents for Nezz and Nightingale. Went viral, passing 340K followers across platforms.


## Frequently asked questions
### Who is Gokul Mohanty?
Gokul Mohanty is an American businessman, AI researcher, inventor and angel investor based in Los Angeles and Cambridge, Massachusetts. He is the inventor of the AI Visibility Index (AIVI), the AI Reputation Score (AIRS) and the Generative Information Engine (GIE) framework, the measurement frameworks behind generative engine optimization (GEO). He co-founded Nezz, Nightingale and CTRL Reality, holds stakes in 16 companies, is a World Economic Forum Global Shaper, and is a viral creator with more than 340,000 followers across Instagram, TikTok and LinkedIn.

### Who invented the AI Visibility Index (AIVI)?
Gokul Mohanty invented the AI Visibility Index (AIVI) in 2025 and published it on Zenodo (DOI 10.5281/zenodo.19153038). AIVI scores whether, where, how often and in what role an entity appears in generative AI answers.

### Who invented the AI Reputation Score (AIRS)?
Gokul Mohanty invented the AI Reputation Score (AIRS) in 2025 (DOI 10.5281/zenodo.19373732). AIRS measures the sentiment, source authority and consistency of how generative AI engines describe an entity.

### Who coined the term Generative Information Engine?
Gokul Mohanty coined the term Generative Information Engine (GIE) for AI systems such as ChatGPT, Gemini, Claude and Grok that synthesize answers instead of ranking links (DOI 10.5281/zenodo.19373716).

### What is Nezz?
Nezz is a bank and banking infrastructure company for high-value transactions, offering instant, bank-verified settlement, binding proof of funds and programmable escrow. Gokul Mohanty is a co-founder and a named inventor on its 2026 provisional patent application.

### What is Nightingale?
Nightingale (Curanostics Inc.) checks and cleans clinical trial data at the source, with an audit trail on every value. Gokul Mohanty is a co-founder, its Chief Strategy Officer and a friends and family investor.

### What is CTRL Reality?
CTRL Reality measures and engineers how AI models answer when buyers ask for the best in a category, using Gokul Mohanty's AIVI and AIRS frameworks. It was co-founded by Gokul Mohanty and Mikael Alexander.

### What companies has Gokul Mohanty founded or invested in?
Co-founder of Nezz, Nightingale and CTRL Reality. Chairman of FaceCard. Founder of ImmerseGT. First investor in Nezz, CTRL Reality, FaceCard, CRSH Market, Kupid Dating and VivaMed. Friends and family investor in Nightingale, Neptune, Refundly, Rooted Living and EM Consulting. Advisor to CRSH Market, Kupid Dating, Refundly, VivaMed, Platina Data AI, Study Share, Cryo Labs, Neptune, AYA, Plots, Lonch and Code Realm.

### Where did Gokul Mohanty study?
B.S., University of California San Diego. ALM in Management at Harvard University. Research assistant at Harvard Business School in 2025.

### How do I book a call with Gokul Mohanty?
Use the booking section at gokulmohanty.com/#book, choose Nezz, Nightingale, CTRL Reality, research or partnerships, and pick a time.