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Paid Media

Ads that compound, not just spend.

Most paid media is a treadmill. You spend, you get clicks, you spend again. We build campaigns that learn, optimize, and compound returns over time through ML-powered signal extraction and deep platform expertise.

Platforms We Master
Google Meta Microsoft Amazon TikTok LinkedIn

Why most paid media plateaus

Platform algorithms are good, but they're optimizing for the platform, not your business. They'll happily spend your budget on low-intent traffic that looks good in dashboards but never converts.

The real issue: Most agencies treat paid media as a set-it-and-forget-it channel. They build campaigns, hit "launch," and check in monthly. Meanwhile, signal decays. Audiences shift. Creative fatigues. And performance drifts downward while you keep paying.

We take a fundamentally different approach: continuous signal extraction. Every impression, click, and conversion is a data point. We use ML to find patterns humans miss, then layer human judgment to act on them.

How we build compounding campaigns

  • 01

    Account Architecture

    Campaign structure that feeds clean signal to algorithms. Proper conversion tracking. Attribution that actually reflects your business model.

  • 02

    Audience Signal Extraction

    We mine your first-party data for high-value signals. Search history, site behavior, CRM data. Then we build audience strategies that find more people like your best customers.

  • 03

    ML-Powered Bid Optimization

    Our models identify bid opportunities platforms miss. Time-of-day patterns. Device signals. Geographic micro-trends. We layer this intelligence on top of platform bidding.

  • 04

    Creative Testing at Scale

    Systematic creative testing with statistical rigor. We know when a winner is a winner, not just a lucky run. And we iterate fast to compound those wins.

  • 05

    Anomaly Detection

    Our models catch problems before they become expensive. CPCs spiking? Conversion rate dropping? We know within hours, not weeks.

What compounding paid media looks like

Average results across our paid media clients after 6 months of management.

3.2×
ROAS improvement
-41%
CPA reduction
+67%
Conversion volume

Ex-Google. 200+ brands.

Our paid media expertise comes from inside the machine. We've seen how the algorithms work, what the platforms optimize for, and where the gaps are.

More importantly, we've applied that knowledge across 200+ brands and $50M+ in ad spend. Ecommerce, lead gen, B2B, B2C. We've seen what works and what doesn't across every vertical.

That pattern recognition, combined with ML that processes data at scale, is what separates compounding campaigns from the treadmill.

Ready to stop the treadmill?

Let's talk about building paid media that compounds.

Get in touch