Bloom
BloomCase Study · Trading Bot

How Bloom became the way to go for advanced traders

RoleGrowth & Distribution Partner
Peak windowDec 2024 to Feb 2025
ChannelsKOLs · FnF Groups · Affiliates
$3B+Trading volume
40K+New users acquired
700+Creators activated
125+FnF groups onboarded
The challenge

A crowded market where every bot claimed to be fastest.

Trading bots are one of the most contested categories in crypto: low switching costs, loud competitors, and users who follow performance, not promises. Bloom didn't need more noise. It needed a narrative competitors couldn't copy and a distribution network competitors couldn't buy.

We built positioning around Bloom's real edges, turning features like AFK snipe into a named competitive advantage the market associated with one brand only, then pushed it through hundreds of creators and private trading groups simultaneously, so wherever advanced traders looked, the answer was already Bloom.

Bloom daily volume Oct 2024 → Dec 2025
$ millions per day · $3B+ lifetime
$100M $66M $33M $10M
Oct 2024Jan 2025Apr 2025Jul 2025Oct 2025Dec 2025
Even quiet days cleared $10M+ · peak days above $100M · stylized from on-chain data
Scope of work

Full-stack growth, handled.

01

KOL Scouting & Onboarding

Identified, vetted and onboarded the traders, YouTubers and streamers whose audiences actually convert into volume, not just impressions.

02

Terms & Relationship Management

Negotiated every creator deal and managed the relationships long-term, keeping 700+ partners aligned, paid and producing.

03

Affiliate System

Designed the affiliate structure that turned one off promotions into a compounding, performance-priced acquisition engine.

04

Narrative Engineering

Created brand-specific narratives, like AFK snipe as a named competitive advantage, that made Bloom the default recommendation among advanced traders.

05

Ecosystem Partnerships

Closed strategic partnerships with bridges and launchpads, extending Bloom's reach beyond paid distribution.

06

Grants Management

Sourced and managed ecosystem grants, adding non-dilutive fuel to the growth budget.

Distribution network

Everywhere advanced traders already were.

700+ Creators activated

Traders, YouTubers and streamers, scouted, vetted and managed end to end.

125+ FnF trading groups

Private friends and family groups onboarded, the highest-trust channel in trading.

10K+ Followers for @BloomTrading

Organic growth of the brand account, compounding every campaign that followed.

Unit economics

Growth that paid for itself.

Acquisition cost
$11 to 34 / user

Blended CAC across all creator and affiliate channels, a fraction of typical paid acquisition in the category.

Capital efficiency
$3 to 6x

Trading volume generated per $1 of marketing invested. Every dollar in, multiple dollars of volume out.

Revenue model
1% per tx

Paired with a cashback structure engineered to stay profitable, rewarding users without burning margin.

Want numbers like these?

Your product has its own story and its own market. We build the distribution and the narrative around what makes yours different. One conversation to find out if there's a fit.

Book a call

or reach out on x.com/PhilOnChain