●  Los Angeles · Cambridge, MA  /  Entrepreneur · AI researcher · Inventor

Gokul Mohanty

Inventor of AIVI, AIRS & GIE.
Founder.

Gokul Mohanty is the inventor of the AI Visibility Index, the AI Reputation Score and the Generative Information Engine framework, the measurement science behind generative engine optimization. He co-founded Nezz, Nightingale and CTRL Reality, and holds stakes in sixteen companies. Online, he has gone viral to 340K+ followers.

Portrait of Gokul Mohanty
Gokul MohantyWEF Global Shaper
16Companies
16Angel investments
340K+Followers
5Papers with DOIs
4Google Scholar h-index
2Patent filings
Nezz logoNightingale logoCTRL Reality logoFaceCard logoCRSH Market logoPlatina Data AI logoStudy Share logoCryo Labs logoNeptune logoKupid Dating logoRefundly logoAYA logoPlots logoRooted Living logoEM Consulting logoVivaMed logoNezz logoNightingale logoCTRL Reality logoFaceCard logoCRSH Market logoPlatina Data AI logoStudy Share logoCryo Labs logoNeptune logoKupid Dating logoRefundly logoAYA logoPlots logoRooted Living logoEM Consulting logoVivaMed logo

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.
Born
6 September 1999, Sept-Îles, Quebec
Based
Los Angeles · Cambridge, MA
Education
Harvard University (ALM, Management) · UC San Diego (B.S.)
Research
Harvard Business School RA, 2025 · Google Scholar, h-index 4
Inventor of
AIVI · AIRS · GIE · DADP
Wikipedia
ms.wikipedia.org/wiki/Gokul_Mohanty
Member
World Economic Forum Global Shapers, Los Angeles
I  ·  Research & inventions

He gave AI answers a unit of measure.

Search had rank and click-through. Generative AI had nothing. Gokul Mohanty's frameworks made it possible to measure, compare and change what AI systems say about any company, person or idea.

March 2026

Artificial Intelligence Visibility Index (AIVI): The Framework to Quantify Entity Presence in Generative Information Engines

Gokul Mohanty · Zenodo · DOI 10.5281/zenodo.19153038

March 2026

Artificial Intelligence Reputation Score (AIRS): The Framework to Quantify Entity Sentiment in Generative Information Engines

Gokul Mohanty · Zenodo · DOI 10.5281/zenodo.19373732

March 2026

Generative Information Engine: Generative Engine Optimization and the Next Layer of Global Commerce and Decision Making

Gokul Mohanty · Zenodo · DOI 10.5281/zenodo.19373716

April 2026

GEO: Influencing Commerce, Human Decision Making, and Global Policy Through Generative Information Engines

Gokul Mohanty · Zenodo · DOI 10.5281/zenodo.19444097

April 2026

Distributed Authority Domain Placement and How To Influence Artificial Intelligence

Gokul Mohanty · Zenodo · DOI 10.5281/zenodo.19444075

II  ·  Companies

Banking, medicine, AI and everything people use.

Gokul Mohanty owns strategy, go-to-market and capital. An operator CEO runs each company day to day. Every logo below links to the company.

Banking · Co-founder · first investor

Nezz

A bank and banking infrastructure for high-value transactions. Money settles instantly and is bank-verified, with binding proof of funds and programmable escrow that releases only when conditions are met.

  • Instant settlement for high-value transfers
  • Every transfer bank-verified
  • Binding proof of funds before a deal closes
  • Programmable escrow with verified release
  • Selected to pitch on stage at Finance Montréal's Fintech Pitch Battle
  • Patent application filed, 2026
Clinical research · Co-founder · investor

Nightingale

Checks and cleans clinical trial data at the source, with an audit trail on every value. Queries are prevented, not chased.

  • Protocol compiled into versioned, executable rules
  • Site amendments effective-dated automatically
  • Endpoint risk forecast before database lock
  • Patent application filed, 2026
AI · Co-founder · first investor

CTRL Reality

Measures and engineers how AI models answer when buyers ask for the best in a category, built on the AIVI and AIRS frameworks.

  • AIVI and AIRS across ChatGPT, Claude, Gemini and Grok
  • Distributed Authority Domain Placement to move the answer
  • Every action logged against a control
  • Harvard i-lab President's Innovation Challenge semifinalist

The portfolio · 23 ventures

Nezz logo

Nezz

Bank and banking infrastructure for high-value transfers, with instant, bank-verified settlement.

nezzapp.com ↗Co-founder · first investor
Nightingale logo

Nightingale

Checks and cleans clinical trial data at the source, with an audit trail on every value.

nightingalesolution.com ↗Co-founder · friends & family investor
CTRL Reality logo

CTRL Reality

Measures and engineers how AI models answer when buyers ask for the best in a category.

ctrlreality.ai ↗Co-founder · first investor
FaceCard logo

FaceCard

Scan your skin, build a personalized routine, and track visible changes.

facecard.tech ↗Chairman · first investor
CRSH Market logo

CRSH Market

Livestreams you can predict on.

app.crshmarket.com ↗First investor · advisor
Platina Data AI logo

Platina Data AI

Data is the key differentiator in the AI race.

platinadata.ai ↗Advisor
Study Share logo

Study Share

AI-powered SAT, ACT and PSAT prep, with practice tests and an AI tutor.

studyshare.app ↗Advisor
Cryo Labs logo

Cryo Labs

Research-use-only peptide compounds, with a certificate of analysis for every lot.

cryolabs.io ↗Advisor
Neptune logo

Neptune

Apartment hunting made effortless, with an AI agent that searches for you.

neptune.rent ↗Friends & family investor · advisor
Kupid Dating logo

Kupid Dating

A live college dating show.

kupiddating.com ↗First investor · advisor
Refundly logo

Refundly

Tracks and manages your shopping returns in one app.

refundly.app ↗Friends & family investor · advisor
AYA logo

AYA

Your personal consciousness OS.

ayaguide.ai ↗Advisor
Plots logo

Plots

Discover events worth remembering.

plots.events ↗Advisor
Rooted Living logo

Rooted Living

Vegan, eco-friendly snacks in compostable packaging.

rootedliving.shop ↗Friends & family investor
EM Consulting logo

EM Consulting

Premium flights, typically 30 to 40% below published retail.

emconsultancygroup.com ↗Friends & family investor
VivaMed logo

VivaMed

Minimally invasive nerve stimulation for obstructive sleep apnea.

vivamedinc.com ↗First investor · advisor
Alt Realm logo

Alt Realm

Data company, provenance record and AI lab.

 Co-founder
VScale logo

VScale

PR and media visibility for founders. A Harvard Innovation Labs venture.

instagram.com ↗Founder
Code Realm logo

Code Realm

One realm, every model, zero hallucinations: run Claude Code and Codex from one verified local environment.

coderealm.ai ↗Advisor
ImmerseGT logo

ImmerseGT

Georgia Tech's VR hackathon, 400+ builders from 9 countries.

immersegt.org ↗Founder
Deloitte Blue logo

Deloitte Blue

Partner-funded investment initiative inside Deloitte.

theorg.com ↗Founder
Lonch logo

Lonch

The crowd-founder community: take your product to market on your own terms.

lonch.io ↗Advisor
Kinora logo

Kinora

Content engine for creators and brands.

wwwkinora.com ↗Advisor
III  ·  Patents

Two inventions, filed October 2026.

Gokul Mohanty is a named inventor on both. Each protects the core method of the company.

U.S. provisional application · 2026

Systems and Methods for Yield-Segregated Programmable Escrow, Binding Proof of Funds, and Verified Release Authorization

Company
Nezz
Inventors
Lopsii Olagoke, Gokul Mohanty
Assignee
Ooreva Software
Docket
NEZZ-PROV-001
U.S. provisional application · 2026

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

Company
Nightingale
Inventors
Yash Vagal, Gokul Mohanty, Shoale Badr
Assignee
Curanostics Inc.
Docket
NTG-PROV-001
IV  ·  Audience

340K+

People follow along. Millions watch.

Gokul Mohanty's short-form videos on founding, investing and self-improvement have gone viral, reaching millions of viewers across Instagram and TikTok.

V  ·  Investing

Six first checks. Sixteen companies.

The goal is 100 companies in five years, backed early and built with talented operators.

Gokul Mohanty has made 16 angel investments since 2020. He comes in early, then works alongside founders on positioning, go-to-market and the raise. Several companies where he wrote the first check went on to raise millions within months.

In Los Angeles he hosts the Forbes & Friends dinner series for founders, angels and fund partners.

VI  ·  The story

Sept-Îles to six industries.

Raised across three countries, trained as a pianist, built inside Deloitte, sharpened at Harvard. Then he started building where trust breaks down.

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.

VII  ·  Recognition

Accomplishments.

Honors, roles and milestones.

2026

Fintech Pitch Battle

Nezz selected as one of 10 fintechs to pitch on stage at Finance Montréal.

2025 –

World Economic Forum Global Shaper

Los Angeles Hub of the Global Shapers Community.

2026

Davos delegate

World Economic Forum Annual Meeting.

2026

President's Innovation Challenge

Semifinalist, Harvard Innovation Labs, with CTRL Reality.

2026

Two U.S. provisional patents

Named inventor for Nezz and Nightingale.

h-index 4

Google Scholar

Five papers with DOIs on Zenodo and ResearchGate.

340K+

Viral creator

Followers across platforms: 300K+ on @mrjaykrossover, 28K+ on @jaykrossover, 5K+ on TikTok and 7K+ on LinkedIn.

2021 – 2025

Founder, Deloitte Blue

Internal, partner-funded investment initiative at Deloitte.

2024

Lonch advisory board

Announced on Business Wire.

VIII  ·  Press

In print.

Articles, profiles and interviews about Gokul Mohanty and his companies.

IX  ·  Book a call

Pick a company. Pick a time.

Choose what the call is about, then pick any open 30-minute slot. Add your topic in the booking notes.

Banking · instant settlement

Nezz

For enterprises, brokers and marketplaces moving large sums that need instant, bank-verified settlement, binding proof of funds and conditional release.

Bring

  1. Typical transaction size and volume
  2. Where money gets stuck today
  3. Who approves release
XI  ·  Questions

Asked often.

Direct answers about Gokul Mohanty, his research and his companies.

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.