Scaling a seasonal product to $1.1M+ in annual revenue.

Business context

Demand that swings, and a plan to match it.

In this seasonal niche, demand swings hard through the year, so precise inventory, targeted ads and disciplined spend were everything. November peaked at $163,371 in sales (up 68.9% on October). Across the year: $1.1M in sales over 53,729 units, and $50,555 net profit.

Key challenges

Three risks to manage at once.

• Forecasting accurately to avoid peak-season stockouts.
• Minimising leftover inventory at season's end.
• Keeping ad spend efficient in both peak and off-peak months.

The strategy

Inventory, advertising and pricing, in lockstep.

Advanced inventory planning

• Per-SKU forecasting from historical data and seasonal trends.
• Purchase orders adjusted in real time to avoid leftover stock.

Seasonal PPC management

• Budgets scaled up in Oct–Nov, down May–Jul to protect profit.
• Separate campaigns for high-performing SKUs, on proven seasonal keywords.

Pricing & promotions

• Dynamic in-season pricing and targeted promotions to move inventory at margin.

Key takeaways

What made it work.

• Inventory planning is critical, accurate forecasting and real-time adjustments meant enough stock at peak without excess at season's end.
• Data-driven campaigns, seasonal PPC tuned to sales trends captured demand spikes while controlling cost.
• Proactive cost control, efficient management of refunds and off-season expenses protected profitability.