Our Work Case Study
Maternity Apparel Brand

Turning a fragile trajectory into sustained momentum

LuckyRev improved efficiency without sacrificing sales momentum. Optimized campaigns and strategic media shifts drove results that surpassed the initial forecast and set the stage for continued growth.

Paid Social Paid Search Creative Strategy Data & Analytics
DTC maternity apparel brand Meta Ads case study — 59% new customer order growth
+59%
Increase in New Customer Orders
+20%
Improved MER
-14%
More Efficient nCPA

Turning a fragile growth trajectory into sustained brand momentum.

This mom-founded breastfeeding apparel brand is built around affordability and functionality. Its mission is to help moms nurse or pump comfortably without lifting their shirt or using a cover, offering everyday essentials that blend discreet access with comfort and wearability throughout the breastfeeding journey.

With maternity having such a short customer window, they needed an efficient media approach that also focused on targeting new customers into the funnel.

Correcting the curve through strategic media realignment

The forecast results were showing a downward trend, creating urgency to reverse performance and unlock growth efficiently. Paid media was heavily weighted toward branded and returning users, limiting new customer acquisition in a fast-moving category. At the same time, gaps in Meta data clouded performance visibility, making it difficult to isolate true impact and optimize campaigns for scalable growth.

Each month, actual results came in ahead of forecast. The work wasn't about reversing a decline overnight; it was about continuously improving efficiency so that the forecast itself could be revised upward over time, reflecting a stronger growth trajectory than the model originally projected.

Declining revenue and efficiency threatened growth stability

Top-line sales were trending downward, creating urgency around reversing trajectory without overspending.

Acquisition imbalance stalled new customer growth

Budget skewed toward branded and returning users, limiting new-customer expansion in a short lifecycle category.

Unstable performance due to measurement gaps

Data inconsistencies in Meta clouded performance visibility, making it difficult to isolate true incremental impact.

Data-driven reallocation, backed by forecast

Internally, we leveraged media mix modeling to identify true incremental drivers. Externally, we aligned on forward-looking sales forecasts to reset expectations, reallocate investment with confidence, and validate performance against clear revenue benchmarks.

01

Revenue visibility reset

Rebuilt measurement through our forecasting tool and MMM to eliminate misleading platform attribution and quantify true channel-level revenue impact.

Data & Analytics
02

Performance stabilization

Controlled and optimized media investment to restore efficiency before scaling. Structural optimizations and improved campaign foundations stabilized performance and rebuilt momentum.

Paid Social
03

Acquisition-first restructuring

Restructured campaigns to separate brand and non-brand, exclude past purchasers, and prioritize first-time customer acquisition in a short lifecycle category.

Paid Search
04

Validated scaling framework

Scaled only where incremental revenue was validated, maintaining disciplined spend controls to improve MER without sacrificing sales velocity.

Media Strategy

Initial Model vs. Latest Model Results

LuckyRev's initial forecast showed the brand trajectory heading negative. After 3 months of partnership, the updated model reflected positive trends.

Initial Forecast Maternity brand forecast model

LuckyRev's initial forecast model, built at the start of the partnership. The brand trajectory was heading toward negative performance.

Latest Forecast Maternity brand actual results vs forecast

The updated model after 3 months of partnership. Positive trends emerged across revenue and efficiency, reflected in the revised forecast.

Growth outperformed forecast and improved efficiency

Q4 net sales materially outperformed the revenue forecast, confirming a stronger growth trajectory heading into 2026.

+59%
New Customer Orders
Acquisition expanded top-of-funnel awareness while maintaining disciplined spend controls.
+20%
Net MER Lift
Blended efficiency improved, proving growth did not come at the expense of profitability.
+64%
Above Revenue Forecast
Actual net sales materially outperformed the projected baseline, confirming the impact of the growth strategy.
More Results

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