Paid acquisition scales when attribution, creative, and data work as one system. I help build that system as an advisor, a media buyer, or a fractional paid lead.
// revenue.compounding
LIVE
// Ad spend managed
$100M+
// Peak ad spend
$7M/mo
// Ads scaled past $100K
50+
// $1B+ BRANDS I’VE WORKED WITH
Hopper
Life360
Speak
ShopBack
Point Wild
// 01 / OPERATOR
About
// 02 / SYSTEM
Five elements that make paid scale
node.01
Data infrastructure
Reliable attribution on conversions and revenue for efficient budget allocation.
node.02
Algorithm signal
Campaign setup that gets the most out of every dollar.
node.03
Creative loops
Feedback systems that consistently produce winning ads.
node.04
AI ops
Automate the busy work. Time stays on value-additive opportunities.
node.05
Strategy
Channel mix, growth bets, scale or pause. The judgment calls that compound.
// 03 / OFFERINGS
Three ways to work together
// 04 / PROCESS
The first 30 days
01
// STEP 01 / DECODE
Decode
Audit current setup. Find the constraint. Map the funnel.
Map constraints
02
// STEP 02 / INSTALL
Install
Rebuild the measurement layer: MMP, dashboards, KPI mapping.
Build infra
03
// STEP 03 / TEST
Test
Set up the scaling and creative testing structure.
Creative ops
04
// STEP 04 / CALIBRATE
Calibrate
Iterate. Compound. Grow profitably.
Scale
// 05 / WORK
Case studies
// 01 / HOPPER
Scaled paid acquisition to $7M/mo at peak. Became the #1 OTA app in the US in 2021.
50+ ads scaled past $100K spend each.
// 02 / HEALTH & FITNESS APP
Doubled MRR by 113% in 90 days at 200% ROAS.
Recovered from a Meta tracking restriction that had stalled growth and burned ~$100K in inefficient spend.
// 03 / SPORTS APP
Doubled MRR by 104% in 90 days at 185% ROAS.
Built measurement from scratch: core KPIs, LTV curves, conversion-rate curves, reliable early CAC targets.
Let’s see if we’re a fit
I’ll audit your ad strategy and setup. You’ll leave with at least three specific things to change in your paid setup.