Dr. Martens
Leveraging AI to increase profit & average order value
( Services )
- AI Transformation
- Brand & Media
Most retailers chase sales volume, but for a global heritage brand like Dr. Martens, growth isn’t just about selling more boots.
It’s about selling the right boots.
DEPT® partnered with them to overhaul their Performance Max strategy, moving away from traditional category bidding to a margin-driven engine that prioritizes business profitability. By integrating complex margin data directly into their digital strategy, we increased revenue by 16% and demonstrated that, with AI, we can identify the customers most likely to drive sustainable, high-value growth.
The trap of chasing volume over value
In an era of rising operational costs and retail volatility, the “more is more” approach to digital advertising is a dangerous game, and that was true for Dr. Martens’ campaigns. They were driving sales, but those sales didn’t always reflect the brand’s true margin tiers.
Standard category-based segmentation was blind to the actual profitability of individual SKUs. This meant the algorithm was potentially over-investing in low-margin products just to hit volume targets, while high-margin products were left under-supported.
The mission was clear: Align paid media investment with the brand’s business economics to ensure every dollar spent was working toward the bottom line, not just the top.
Inventing the margin-tiered growth engine
To solve this, we re-engineered the account by developing a three-tier Performance Max framework organized into high-, medium-, and low-margin product groups.
- Profit-first infrastructure: We automated margin data uploads into Google Merchant Center, ensuring Google’s AI always had up-to-date profitability information to make bidding decisions.
- The equal-target test: We assigned identical ROAS targets across all tiered segments. This gave the algorithm the freedom to naturally migrate spend toward the SKUs with the greatest profitability potential without being restricted by different efficiency goals.
- Mid-campaign pivot: It wasn’t all smooth sailing. Early on, our Low Margin campaign was outperforming “Medium Margin” in Average Order Value (AOV) because the iconic boots asset group was sitting in the wrong tier. We didn’t wait for the post-mortem; we course-corrected in real time by enhancing search themes and boosting the boots asset group to the Medium tier to reclaim that value.
Real growth invention, not just media metrics
By shifting the focus from how many to how much, we delivered a significant impact on Dr. Martens’ revenue quality. All in all, we helped shift the entire organization toward profit-based optimization.
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+16%
Total revenue (pre vs. post-implementation)
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+18%
Average order value (AOV) for the high-margin campaign
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+11%
Increase in total purchases
Beyond the numbers, this project proved that Performance Max can serve as a profit-optimization engine. Dr. Martens now has a scalable, AI-driven framework that prioritizes the health of the business, allowing it to navigate market volatility with a strategy that values sustainable growth over raw volume.