I write about the systems behind better growth decisions:
• mobile user acquisition • paid media strategy • creative testing • attribution • AI workflows • operator tools
Start here: https://t.co/lzWtQj5NzM
Diversification isn't random channel testing.
Adding a channel with the same audience and pricing logic isn't diversifying — it's duplicating spend.
Real diversification means adding *uncorrelated* returns, not new logos.
Thoughts?
Growth used to feel like gambling — big wins, bigger swings.
Reframed as portfolio management, it feels different: steady, diversified, repeatable.
In work and life, balance compounds better than adrenaline.
Thoughts?
UA is moving from campaign ops to capital allocation.
The next wave of teams will run portfolio logic natively:
– cross-channel budgeting
– automated rebalancing
– real-time correlation tracking
Less gambling. More allocation.
Thoughts?
3 rules of portfolio-driven UA:
1. Treat channels like assets — different risk/return.
2. Rebalance on a schedule, not on panic.
3. Optimize for blended ROAS, not isolated wins.
Diversification is math, not mood.
Thoughts?
Apple Search Ads is underrated — not because it scales, but because it *stabilizes*.
Moving 10–15% from Meta to ASA can cut blended CPA variance 25–30%.
Diversification pays in stability first, scale second.
Thoughts?
The winning UA teams in 2026 aren't spending more.
They're stabilizing faster.
Channel diversity → data diversity → steadier growth curves. Volatility isn't solved by budget. It's solved by balance.
Thoughts?
The hardest pattern to break in app UA isn't a bad channel.
It's getting *too good* at one.
Teams that master Meta stop getting good at anything else. The skill atrophy is invisible — until the next algorithm cycle hits.
Thoughts?
Most UA teams think diversification means "testing new channels."
That's not diversification. That's channel tourism.
Real diversification is portfolio theory. 🧵