Case Study

Western Wear Leader Reclaims $7.5k+ Monthly Growth via Agentic AI

With 82% of brand traffic going uncontested, the western wear leader used AdAi to secure clicks for the absolute minimum CPC, eliminating $10k+ in monthly ad waste.

Company: Western Wear Brand
Challenge: As a category leader with high brand demand, the brand captured massive traffic volume. However the team was overpaying for clicks competitors weren’t contesting.
Solution: Revvim AdAi

Objectives:

Reduce Ad Cost
Maintain Ad Performance
Create Growth Budget

Challenge: The Cost of Market Leadership

The western wear brand has built a powerful presense with significant organic pull, resulting in high search volume. While capturing this demand is essential, the standard bidding approach treated every query as a contested auction. In reality, a vast majority of these searches were happening in empty auctions where no other competitors were bidding.

By paying a premium market rate for these uncontested clicks, the brand was deploying budget inefficiently. The team needed a solution that could maintain their dominant impression share while stripping away the costs of unnecessary bidding aggression.

Results

$7,500 in net monthly capital added to the growth budget
$10,000+ in gross monthly spend reclaimed from brand terms
71% decrease in CPC on optimized brand terms
82% of traffic identified as uncontested and captured at floor prices

Solution: Intelligent Bid Adjustments

The team implemented AdAi to act as a real-time filter for their search spend. The platform assessed every single auction to determine if a threat existed before placing a bid:

Defending the Brand: When competitors appeared on their brand terms, AdAi maintained competitive bids to protect market share.
Unlocking Capital: In uncontested scenarios, the system automatically reduced the bid to the lowest possible cost.

This ensured the brand only paid a premium when it was strategically necessary to hold their position.

Results: High Volume at Floor Prices

The analysis from the first 23 days was revealing. AdAi detected that a staggering 82% of their brand traffic was uncontested. By isolating this traffic and bidding only what was required, the brand drove 120,000+ clicks at an exceptionally low CPC that was a 71% reduction compared to their standard campaigns.

This volume of cheap, high-intent traffic created immediate financial leverage. The trial generated $7,000+ in savings in just three weeks, putting the brand on pace for $10,000+ in gross monthly reclaimed spend. After accounting for the platform fees, this leaves $7,500+ in net monthly growth budget for reinvestment.

Conclusion: Reclaiming Budget Without Risk

The brand proved that high-volume brands often have the most to gain from auction precision.

By using AdAi to stop overpaying for 82% of their traffic, they turned a massive volume of standard business clicks into a consistent source of funding for future growth.