Case Study: Algorithmic Ad Optimization for Tiago Tech Loop

How automated analysis transformed a stagnant channel into a growth engine.

About Tiago Tech Loop: A technology and productivity channel created in October 2025, focused on the Brazilian market. Despite being young, the channel recently hit the mark of 2,000 subscribers because of intelligent advertising strategies. During a week, the techniques that power OrbitYT were used to improve Tiago Tech Loop's targeting campaigns so a more qualified audience could be reached, with a monthly budget of €100-€150.

The Challenge

Tiago Tech Loop, a rising tech review channel, was suffering from a common inefficiency: "Zombie Spend." Despite a healthy budget, the campaign was bleeding cash (€0.10+ CPV) on broad targeting. Worse, a single ad creative was cannibalizing 90% of the impressions, preventing the algorithm from testing potentially higher-performing variations. Manual analysis would have missed these signals for weeks, stalling the channel's growth.

The Solution: Autonomous Optimization

We deployed our automated ad analysis engine to audit Tiago Tech Loop's campaign 24/7. The system executed a three-phase optimization protocol:

Anomaly Detection (The "Cannibalization" Fix)

The algorithm flagged a statistical anomaly: the dominant ad had a high "History Score" but declining returns. The system recommended an immediate pause, forcing the ad network to rotate in fresh creatives. This single move revealed a "Slim Keyboard" review that was 66% cheaper to promote.

Contextual Precision Tuning

Instead of relying on generic "Tech" audiences, the tool's inventory scanner identified specific high-intent channels (Canaltech, MW Informática) where Tiago Tech Loop's audience retention was highest. It automatically prioritized these placements, effectively "snipering" viewers who were ready to subscribe.

Dynamic Bid Calibration

The system detected that increasing the budget would likely inflate costs. To prevent this, it calculated an optimal "Bid Ceiling" of €0.06. This forced the ad network to seek out only the most efficient inventory, scaling volume without sacrificing the €0.03/view efficiency.

The Results (7-Day Sprint)

Driven by continuous, data-led adjustments, Tiago Tech Loop achieved:

€0.033
CPV (vs. €0.10 benchmark)
5.78%
View Rate (3x industry standard)
21+15
Earned Views + Likes at zero cost

Current Campaign Performance

The campaign continues to deliver exceptional results with sustained efficiency:

26,500
Impressions
804
TrueView Views
3.13%
Average Interaction Rate
€0.032
Average CPV
€26
Total Cost

The Takeaway: Efficiency isn't about spending less; it's about calculating better. By replacing manual guesswork with algorithmic rigor, we unlocked 300% more volume for Tiago Tech Loop with the exact same ad spend.

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