Quack AI
CASE STUDY  ·  2025 / 2026
QUACK AI × VAIBHAV YADAV

FROM ZERO
TO TGE.

How I built Quack AI's marketing engine from scratch, scaled it to 7M users, helped turn pre-TGE demand into $4M in five days, and led launch communications through a major multi-exchange TGE.

CHIEF MARKETING OFFICER  ·  FEBRUARY 2025 — FEBRUARY 2026
Quack AI TGE launch — $Q live on Binance, Bitget, Kraken, KuCoin, Gate
PASSPORT USERS
0 → 7M
PRE-TGE SALE
$4M
VOLUME IN 5 HOURS
$300M+
02 · SCALE

THE STORY IN NUMBERS

What started at zero became a global Web3 AI ecosystem spanning millions of users, major campaigns, commercial demand, fundraising and a multi-exchange token launch.

0 → 7M
Unique Passport users
$4M
Gross revenue from 20,000 Quack AI Slots sold in 5 days
$300M+
TGE trading volume in 5 hours
$1B+
Trading volume within 7 days
0 → 150K+
X followers in 6 months
300K+
Telegram channel subscribers
8.9M
Social impressions
$3.6M
Funding raised during my tenure

I joined Quack AI as CMO in February 2025 as one of approximately 10 core team members. Nothing was live. Marketing, community, social presence and users effectively started at zero. The metrics on the right are pulled directly from @QuackAI_AI analytics.

X analytics — 8.9M impressions, 1.5M engagements, 287.4K likes over 1 year
03 · STARTING POINT

THERE WAS NO MARKETING ENGINE TO INHERIT

I joined Quack AI in February 2025 as CMO during the build stage. Nothing was live. There was no established audience, mature community, marketing engine or playbook to inherit.

STATE ON DAY ONE
X followers0
Telegram0
Passport users0
Established marketing engineNo
Live tokenNo

I was part of an approximately 10-person core team. We were still building, testing and figuring things out as the project developed. My mandate was not to maintain an existing marketing machine. It was to build one.

Quack AI is here — Dec 2024 launch post
THE ARC
ZEROPositioningContentCommunityGrowthCampaignsPartnershipsPRKOLsFundraising supportExchange readinessTGE
04 · SCOPE

I OWNED THE MARKETING FUNCTION END-TO-END

As CMO, I was responsible for the complete marketing function while working cross-functionally with the CBO, BD, product, design, investors, exchanges, KOLs, agencies, contractors and community operations.

01

BRAND & NARRATIVE

Positioning, messaging, external narrative and public-facing communication.

02

GROWTH & COMMUNITY

User acquisition, X, Telegram, incentives, campaigns and engagement systems.

03

CONTENT & DISTRIBUTION

Daily publishing, campaign messaging, announcements, long-form content and distribution.

04

KOL, PR & PARTNERSHIPS

Creator amplification, PR campaigns, ecosystem collaborations and major activations.

05

FUNDRAISING & EXCHANGE READINESS

Public-facing narrative, exchange-facing metrics, marketing plans, listing documents and review preparation.

06

TGE & LAUNCH EXECUTION

Three months of active preparation, KOLs, ambassadors, community strategy, exchange coordination and real-time communications.

3 DIRECT REPORTS  ·  ~100 PEOPLE ACROSS THE BROADER ORGANISATION  ·  ADDITIONAL AGENCIES, FREELANCERS & INDEPENDENT CONTRACTORS
04.1 · AUDIENCE GROWTH
EVIDENCE · MARKETING FUNCTION

X ACCOUNT OVERVIEW — 8.9M IMPRESSIONS, 1.5M ENGAGEMENTS, 185K FOLLOWERS (1Y)

X Account overview analytics showing 8.9M impressions over one year
04.2 · TGE MOMENTUM
EVIDENCE · MARKETING FUNCTION

X ANALYTICS — 4-WEEK SPIKE AROUND LAUNCH WINDOW

X analytics 4-week engagement chart showing 183.1K impressions
04.3 · CONTENT PERFORMANCE
EVIDENCE · MARKETING FUNCTION

POST-LEVEL PERFORMANCE — CONSISTENT MULTI-THOUSAND IMPRESSION FLOOR

X analytics content list showing individual post performance metrics
04.4 · TELEGRAM ANNOUNCEMENT CHANNEL
EVIDENCE · MARKETING FUNCTION

QUACK AI ANNOUNCEMENT — 276,505 SUBSCRIBERS

Telegram edit channel UI showing 276,505 subscribers
04.5 · TELEGRAM COMMUNITY
EVIDENCE · MARKETING FUNCTION

QUACK AI COMMUNITY GROUP — 46,278 MEMBERS

Telegram edit group UI showing 46,278 members
05 · GROWTH ENGINE

FROM ZERO AUDIENCE TO A GLOBAL GROWTH ENGINE

The goal was not simply to gain followers. It was to turn attention into participation, participation into measurable users, and measurable growth into stronger market, investor and exchange credibility.

STAGE 1

BUILD ATTENTION

  • Daily content
  • Social narrative
  • Organic distribution
  • PR
  • Partner campaigns
  • University collaborations
  • AMAs, workshops, IRL events
STAGE 2

CONVERT ATTENTION INTO PARTICIPATION

  • Passport system
  • Community incentives
  • XP and points
  • Daily actions
  • Campaign activations
  • Referrals
  • Telegram participation
STAGE 3

TURN PARTICIPATION INTO LAUNCH READINESS

  • Grow measurable user base
  • Maintain daily activity
  • Build community statistics
  • Strengthen exchange-facing credibility
  • Coordinate KOL amplification
  • Build toward fundraising and TGE
CENTRAL GROWTH RESULT
0 → 7M
Unique Passport users  ·  February 2025 → January 2026
Each Passport represented a unique wallet and therefore a unique user.
Quack AI on X — 185K followers, verified
Quack AI Announcement — 276,505 Telegram subscribers
Quack AI Community — 46,278 Telegram members, 22 admins
06 · DISTRIBUTION

BUILDING MIND SHARE BEYOND SOCIAL MEDIA

Growth did not come from one channel. We used content, partnerships, exchanges, universities, workshops, IRL events, AMAs, KOLs and owned media to keep the project visible and relevant.

OWNED MEDIA

QTalk

An original live-media format. I co-created the concept and format with Quack AI's CBO and personally named it QTalk.

13
Episodes
2M+
Total views
Top 10
Livestream on Binance Square
10K–20K
Views on many short-form X clips
CZ × ThreadGuy livestream — 11,405 Twitch viewers, 41,493 Binance Square views, 74,500 X views, 8,300 hours watched
DISTRIBUTION PILLARS
EXCHANGE ECOSYSTEMS
Campaigns and activations connected to major exchange ecosystems.
UNIVERSITIES
Collaborations and activations involving major universities.
WORKSHOPS & IRL EVENTS
Physical events and educational/community initiatives.
AMAs & ONLINE
Partner conversations and real-time community engagement.
KOLs & AMBASSADORS
Creator and community amplification around important milestones.
X content analytics — daily post cadence, Q402 announcements, QTalk episodes
Quack AI blog content operations sheet — daily publishing pipeline
07 · COMMERCIAL DEMAND

$4M IN 5 DAYS

How 20,000 Quack AI Slots sold out approximately one month before TGE.

$4M
GROSS REVENUE  ·  20,000 SLOTS  ·  5 DAYS  ·  PAID IN ETH
20,000
Quack AI Slots sold
~$200
Approx. price per slot (ETH)
5 DAYS
To sell out
~$4M
Gross revenue
Quack AI 3D voxel render — Quack into the future

Each buyer received a Quack AI NFT together with premium-user status and additional benefits over standard users.

My role was to drive public-facing demand through social marketing, PR campaigns, KOL amplification and broader campaign distribution.

SOCIAL NARRATIVE
PR AMPLIFICATION
KOL DISTRIBUTION
COMMUNITY DEMAND
20,000 SLOTS SOLD
The sale took place approximately one month before TGE, turning pre-launch community demand into a tangible commercial outcome.
08 · PREPARATION

90 DAYS TO TGE

The TGE was not a one-day marketing event. Active preparation began approximately three months before launch and required coordination across marketing, BD, exchanges, community, KOLs, ambassadors and the wider core team.

T–90 → T–60

READINESS & MOMENTUM

  • Exchange-facing metrics
  • Community statistics
  • Marketing plans required for listings
  • Listing documentation
  • Exchange review preparation
  • Launch narrative
  • Daily engagement strategy
T–60 → T–30

DEMAND & COORDINATION

  • KOL activation planning
  • Ambassador mobilisation
  • PR & social campaigns
  • Community incentives
  • Exchange calendars
  • Cross-functional BD coordination
T–30 → TGE

MAXIMUM LAUNCH PRESSURE

  • Quack AI Slots sell-out
  • XP opportunities intensified
  • ~100 KOLs activated
  • 25 ambassadors
  • Community incentive expansion
  • Launch assets
  • Exchange announcements
  • Real-time coordination
WHEN EXCHANGE TIMELINES CAUSED DELAYS

We chose transparency over silence. Rather than hide delays, we communicated clearly with the community, introduced additional incentives and gave users more opportunities to increase their potential TGE rewards through continued participation.

LAUNCH-DAY RUN-OF-SHOW → BUILT & OWNED BY MARKETING
Quack AI TGE marketing run-of-show — hour-by-hour TGE AMA, Binance Alpha countdown, Airdrop Claim, KOL/Investor RTs
09 · LAUNCH

SEPTEMBER 2, 2025
TGE.

LAUNCH-DAY TRADING VENUES
Binance AlphaBinance FuturesBitgetKrakenKuCoinGate
$300M+
Trading volume in 5 hours
$1B+
Trading volume within 7 days
$16M
Initial market capitalisation
100K+
Airdrop claimants
SEVEN-DAY AUDIENCE IMPACT AROUND TGE
300K+
Impressions
50K
New X followers
60K
New Telegram members
X analytics — 4-week spike around TGE with peak daily impressions

The TGE was the culmination of months of coordination across product, marketing, BD, exchanges, finance, tokenomics, KOLs, community and operations. My responsibility was to lead the public-facing marketing and communications side while coordinating closely across the broader launch operation.

OPERATING PRINCIPLE

"Transparency was non-negotiable. When something went wrong, my position was to own it, communicate clearly and give the community a reason to keep trusting the team."

Binance listing confirmed — $Q on Binance Alpha & Futures Sept 2, 2025
10 · PROOF

THE WORK. THE PROOF. THE OUTCOME.

$Q is live — multi-exchange listing
BNB Chain campaign — 1.5M AIQ points
AI-powered governance live on BNB Chain
$AIQ token engagement post
Quack AI trailer unleashed
Binance Alpha & Futures listing confirmed
Q402 live on BNB Chain
Quack into the future — 3D reveal
Quack AI raises $3.6M — Animoca, 071, Skyland, Kenetic

I work directly with Web3 founders and core teams around growth, GTM, TGE readiness and critical launch moments — particularly when marketing, BD, community, KOLs and communications need to move around one clear objective.

Vaibhav Yadav
Web3 Growth & GTM
VIEW MORE WORK →