After managing millions in prop firm ad spend across multiple years, we've identified clear seasonal patterns that most agencies completely ignore.
The Annual Cycle
Q1 (January - March): The Gold Rush
This is historically the strongest quarter for prop firm advertising. New Year's resolutions, tax refund season, and renewed market optimism create a perfect storm of buyer intent.
Our data shows: CPAs drop 15-20% in January, and conversion rates spike by 30%+ compared to Q4.
Strategy: Push hard. Increase budgets 25-40% above baseline. This is when you acquire your most profitable customers of the year. Pair increased spend with persona-targeted creative to maximize every dollar.
Q2 (April - June): The Steady State
Market activity normalizes. Traders who started in Q1 are either committed or have churned. New acquisition slows but quality improves.
Strategy: Maintain spend but shift focus to retention and upsell campaigns. Introduce higher-tier products to your Q1 cohort.
Q3 (July - September): The Summer Lull
Trading volumes historically dip. Fewer new traders enter the market. CPAs increase 10-15%.
Strategy: Reduce acquisition spend by 15-20%. Use this time to test new creative, build audiences, and prepare for Q4. This is also a great window to refine your ad copy frameworks and buyer personas so you're ready to scale when demand returns.
Q4 (October - December): The Ramp-Up
Market volatility increases. Year-end bonuses hit bank accounts. Traders start planning for the new year.
Strategy: Begin ramping in October. By November, you should be at 80% of your Q1 budget. December is about positioning for the January surge. If you're still relying on discounts as your primary lever, this is the quarter where that strategy breaks down hardest.
The Weekly Cycle
Beyond seasonal trends, we see consistent weekly patterns:
- Monday-Tuesday: Highest intent, lowest CPAs
- Wednesday-Thursday: Steady performance
- Friday: Performance dips as traders shift to weekend mode
- Weekend: Lower volume but surprisingly high conversion rates (serious traders research on weekends)
Using This Data
The firms that time their spend correctly see 20-30% better annual ROAS than those who run flat budgets year-round. It's not about spending more — it's about spending smarter. Combine seasonal timing with the right platform allocation and you've got a compounding advantage that most competitors don't even know exists.