Ad Automation

Lumen DTC — automated ad scaling

Creative testing and budget rules that scale spend across Meta & TikTok without losing efficiency.

Ad Automation

Illustrative sample project — a representative composite, not a disclosed client engagement.

Client
Lumen DTC
Industry
Direct-to-consumer home goods
Timeline
Ongoing (5-month milestone)
Services used
The challenge

Where it started.

Lumen wanted to scale ad spend across Meta and TikTok, but every push for more volume dragged efficiency down. Their small media team could only test and manage so many creatives by hand, so winners weren't found fast enough and budget lingered on ads that had already stopped working. Growth meant hiring — or accepting worse economics.

The approach

How we built it.

01

Built an automated creative-testing framework to launch and evaluate ads at high volume.

02

Set budget-pacing and scaling rules tied to target CPA and ROAS floors.

03

Added guardrails and anomaly alerting to protect efficiency as spend climbed.

04

Created reporting that showed exactly what the automation did and why.

The solution

Where it landed.

Automation took over the grind. The testing framework pushed creative through at a scale no manual team could match, graduating winners and cutting losers automatically the moment the data was clear. Budget-pacing rules moved spend toward what worked across Meta and TikTok around the clock, with guardrails holding CPA and ROAS inside approved limits as volume grew. Lumen scaled spend meaningfully without adding headcount — and without watching efficiency slide.

The results

Numbers, moved.

3.8×
Return on ad spend

Rule-based scaling held ROAS steady as spend increased.

1,400
Creatives tested / month

Automated testing reached a volume no manual team could match.

−41%
Cost per acquisition

Fast winner-scaling and loser-cutting drove CPA down sharply.

2.6×
Spend scaled

Budget grew without a matching drop in efficiency.

"Senior people, zero fluff, and a dashboard that finally tied spend to revenue."
MR
Marcus Reed
Founder, Kinetic Fitness
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