andydataguy
CASE STUDIES · 0 OF 31 SHOWN

The diagnosis is the product.

31 engagements documented in detail. Some named, some redacted at the client's request. The pattern that carries from one to another is how the diagnosis gets done.

DISCLOSURE

I'm going to try to convince you, as a reader, as a prospect, as a viewer, that you shouldn't give a fuck about case studies. Not mine, not anybody's. Past performance is no indication of future results. What carries is how the diagnosis gets done when money and reputation are on the line.

What I can guarantee is what I control: my output, and my system, people, product, process, followed closely. It gets results most of the time. Nobody can guarantee you the results themselves, me included. That's what the test budget is for. We take a set amount of money, break it into pieces, run a set number of tests, and treat the whole run as live market research. Who's buying, who isn't, which creative structures work, which headlines work, and what the next round needs to cost. I can't promise you 10x in a testing round. I can promise you'll learn something and you'll be closer than you were before.

CONVERSION · PERSUASION

Sales & Growth

I read your one-star reviews before I write your ads.

Most copy starts with the product. That's why it doesn't work.

Never wondered if you're leaving money on the table? Then I'm not your guy.

14
CASE STUDIES
SALES & GROWTH
$80K
60-day revenue

Accounting & Professional Services

$49 Audit to $80K in 60 Days

Scaling Business Services · 2018READ →
SALES & GROWTH
$50-150K
per agency / 90d

Scaling Lead Gen at Several Digital Agencies

$50K to $150K in 90 Days per Agency

Scaling Business Services · 2019READ →
SALES & GROWTH
<$10
CPL · qualified

Lead-Gen Funnel Overhaul

$50 CPL to Sub-$10 Qualified Leads

Scaling Business Services · 2019READ →
SALES & GROWTH
$199.5K
in 30 days

Facebook Ads Coach

$199.5K direct sales in 30 Days

Scaling Business Services · 2018READ →
SALES & GROWTH
$50K/day
peak ad spend

Solar. From Normal Client to $50K/Day Machine

Scaled to $50K/day in managed ad spend

Agency Operations · 2019READ →
SALES & GROWTH
$1M+
7-month run

Home Decor E-Com

$10K to $150K in 90 Days, then $1M+

E-Commerce Growth · 2017READ →
SALES & GROWTH
$600K
60-day revenue

Kitchen Gadgets

$600K in <60 Days from Avocado Slicers

E-Commerce Growth · 2017READ →
SALES & GROWTH
$69K/wk
Q4 revenue

Holiday Scale

$69K/Week in Time for the Holidays

E-Commerce Growth · 2018READ →
SALES & GROWTH
4%+
cold conversion

High-End Men's Fashion

Sub-1% to 4%+ Conversion on Cold Traffic

E-Commerce Growth · 2018READ →
SALES & GROWTH
0
profitable path found

Garden Metal Art. When High Clicks Don't Mean Sales

High CTR, Low Sales in a Beautiful Niche

E-Commerce Growth · 2019READ →
SALES & GROWTH
$150K/mo
channel collab

Fitness Supplements

$50K/Month from Email to $100K/Month PPC Lift

E-Commerce Growth · 2020READ →
SALES & GROWTH
$350K
grant secured

African Crypto Radio. The $350K Uphill Battle

$350K marketing grant in a skeptical market

Community Impact · 2022READ →
SALES & GROWTH
Trackable
event ROI

Experiential Marketing and Geo-Targeted PPC

Making Events Actually Pay

Community Impact · 2021READ →
SALES & GROWTH
Closed
build off the table

Product Growth-Loop Audit

The Pitch That Closed While a Contract Blocked the Build

The Current Era · 2026READ →
MEASUREMENT · DECISIONS

Data & Decisions

Your dashboard says the Tuesday ad sold them. It didn't.

They saw the first impression three weeks ago. Your report can't see that.

If your gut has never been wrong, you don't need me.

8
CASE STUDIES
SYSTEMS · LLMs

AI & Systems

I build the smallest thing that solves your problem. Then I ship it.

It's easy to over-engineer something that never sees daylight. Most AI projects die there.

If you want the fanciest stack on the market, I'm not your guy.

9
CASE STUDIES
AI & SYSTEMS
$500M+
TVL across regimes

Solana Ecosystem Tokenomics

Token design for a $500M+ TVL Solana platform

Community Impact · 2022READ →
AI & SYSTEMS
Milliseconds
decision windows

Algorithmic Trading and Data Engineering

When Mistakes Cost Houses

AI and Data Solutions · 2024READ →
AI & SYSTEMS
Days
not months

AI and Agent Systems in Production

Shipping in Days, Not Months

AI and Data Solutions · 2024READ →
AI & SYSTEMS
12
agent dimensions

Agent Redwood Blueprint

The 12-part blueprint for agentic systems

AI and Data Solutions · 2024READ →
AI & SYSTEMS
Dozens
pipelines shipped

Python Systems Stack

Production-grade Python for small, scrappy teams

AI and Data Solutions · 2024READ →
AI & SYSTEMS
5M words
corpus indexed

RAG Knowledge Engine

5M-word local corpus wired into agent workflows

AI and Data Solutions · 2025READ →
AI & SYSTEMS
~90%
token reduction

The Content Compiler

Industrial-Scale Hyper-Personalization

AI and Data Solutions · 2024-2025READ →
AI & SYSTEMS
Owned
platform, live

ContentFactory for a Positioning-Technology Dealership

Agent Infrastructure in the Buyer's Trade Language

The Current Era · 2025-2026READ →
AI & SYSTEMS
3-in-1
retrieval, unified

The Research Layer

The Metagraph and the Content Compiler

The Current Era · 2024-2026READ →