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Case Study: True Classic Improves Profitability by 10x Using AI Agents

See how True Classic turned a one-off promotion into a scalable playbook, using Monocle to automate segmentation, unify coupons, and maximize margin.

Case Study: True Classic Improves Profitability by 10x Using AI Agents
10X

increase in profitability

8%

increase in conversion rate

13%

decrease in average discount margin

Case Study: True Classic Improves Profitability by 10x Using AI Agents

about

True Classic is a leading DTC apparel brand known for offering premium-quality, affordable essentials like t-shirts, polos, jeans, and athleisure. They sit at the intersection of premium quality and accessible pricing, targeting everyday consumers who want a better fit without luxury markups.

The brand has built a strong reputation around customer experience, loyalty, and sustainable profitability by prioritizing retention and long-term value over short-term wins. True Classic saw great success running outbound campaigns around holidays and seasonal moments, but over time realized that the amount of manual effort required to support each campaign was not sustainable. They knew a tipping point would eventually come, it was only a question of when.

"As True Classic grew, it wasn’t just about scaling revenue anymore. It became about building smarter, more personalized customer experiences that would set us up for long-term success."

Jonathan Tsao
Jonathan Tsao
Director of Global Commercial Strategy
Case Study: True Classic Improves Profitability by 10x Using AI Agents

The Challenge

True Classic needed to run a personalized mystery sale with consistent, non-duplicated coupons across site, email, and SMS channels

As True Classic grew, managing promotional spend became increasingly complex. While advertising performance was tracked meticulously, incentive and discount spend often remained a blind spot. Promotions touched every channel, with varying customer journeys and multiple incentives often layered into each experience.

Internally, the team had built a personalization strategy that mapped customers across five levels of price sensitivity and multiple lifecycle stages. In theory, it allowed for more thoughtful promotions. In practice, executing it meant manually pulling customer lists, building rigid cohort rules, setting up static campaigns, and frequently running analytics models to understand what was happening.

As the personalization matrix grew to more than 20 unique combinations, maintaining and adjusting these groups became nearly impossible without significant time and dedicated technical resources. The same sophistication that helped True Classic scale was now making it harder to see how much margin was being sacrificed, or which customer groups were actually driving profitable behavior. Without a scalable way to personalize dynamically, two risks were inevitable. Operational bottlenecks would slow growth, and poorly optimized promotions would erode profitability over time.

As True Classic prepared for a seasonal shopping moment, they knew they wanted to run a mystery sale that could reward existing customers with a quality offer while also capturing a new audience with a different incentive. The vision for the campaign was clear, but the execution exposed a deeper problem. Managing dozens of customer journeys and personalizing experiences across channels in real time was far beyond what their existing tools and processes could handle. Without a scalable way to operationalize personalization, True Classic risked missing their window to launch. They had a strong strategy in place, but needed the right platform to execute it at the level of sophistication they envisioned.

"Everyone tracks ad spend down to the decimal, but incentive spend usually gets ignored. Without real personalization, you’re just giving away margin. We needed a way to control it better without hurting the customer experience."

The Solution

Monocle automated personalized discount delivery across channels, unified coupon logic, and powered real-time onsite displays for a seamless mystery sale experience

True Classic partnered with Monocle to transform their static personalization strategy into a dynamic engine powered by AI agents. Instead of relying on rigid cohort rules or traditional A/B tests, Monocle continuously analyzed customer behavior and mapped each user across True Classic’s customer matrix. This created dynamic segments for each of their 20-plus combinations, allowing customers to engage through different channels with a personalized incentive delivered at the right time.

During the mystery sale campaign, Monocle’s platform did not just assign incentives once. Using Monocle’s reinforced learning approach, it continuously adjusted offers in real time based on live performance, allowing True Classic to optimize underperforming segments without disrupting the overall customer experience.

To bring the personalized experience to life onsite and across channels, True Classic also worked with Recart, using flexible popups and messaging that instantly reflected Monocle’s recommendations. Monocle also displayed the incentive on the product page ensuring users were aware they were getting a tailored experience. Every customer saw the right offer at the right moment, and frictionless integrations ensured that incentives were automatically applied from popup to cart to checkout.

Setup and execution were seamless. With Monocle and Recart embedding directly alongside True Classic’s internal teams, the entire campaign was fully operational within just three weeks, a process that would have taken months to build manually.

Case Study: True Classic Improves Profitability by 10x Using AI Agents

"We had built this big personalization framework internally, but executing it manually just was not scalable. Monocle gave us a way to actually bring it to life dynamically and make adjustments in real time, instead of being stuck with a static A/B test."

The Results

10X

increase in profitability

8%

increase in conversion rate

13%

decrease in average discount margin

The Results

The campaign delivered strong revenue lift and higher profitability than previous promotions by using smarter targeting, segmentation, and cross-channel consistency

True Classic’s personalized mystery sale campaign proved that scalable personalization could drive stronger performance without adding operational complexity. When comparing the mystery sale to a previous major holiday event, topline revenue remained steady, even though the mystery sale ran during a lower-traffic period. However, bottom-line profitability per order improved by 10 times, driven by smarter targeting and more efficient personalization spend.

Offers powered by AI agents also delivered a measurable impact on customer engagement, with conversion rates increasing by 8 percent during the campaign. Average discount spend across all customer journeys was 13 percent lower compared to the holiday weekend, helping protect margins while maintaining a high-quality customer experience.

Beyond revenue impact, setup and execution were critical wins. Monocle helped True Classic launch a complex, multi-channel personalization strategy in just hours. What would have taken months to plan, build, and test manually was fully operational within hours, allowing the team to focus on strategy, iteration, and long-term retention.

For True Classic, the campaign reinforced a broader shift in strategy. Real personalization at scale, not just discounting, proved to be the key to improving both profitability and operational efficiency. Today, True Classic sees personalization not just as a marketing tactic, but as a core driver of profitable, sustainable growth.

"We drove the same top-line revenue as a major holiday sale, but with way better profitability. The setup was fast too. Monocle and Recart really felt like an extension of our team throughout the whole process."

Case Study: True Classic Improves Profitability by 10x Using AI Agents