I thought I'd cracked the offer. It was just January.

I thought I'd cracked the offer. It was just January.

The setup. Weight-loss nutra, paid social, launched January 2nd. Illustrative numbers, seasonal humility.

The move. Out of the gate: 2.2 ROI, scaling smoothly, CR climbing. I told myself it was the creative angle. Scaled aggressively into February and March, reinvesting everything.

The numbers. Jan ROI 2.2 on $30k spend. Feb 1.5. March 0.85. April 0.6 and I was still pouring in budget I'd convinced myself the "winning system" deserved. The angle never changed — New Year's resolution demand did. I'd scaled INTO a demand cliff, putting the most money to work right as the audience's intent evaporated.

The lesson. Some verticals have brutal seasonality that masquerades as skill on the way up. Weight-loss in January, gifts in December, taxes in spring. A launch ROI inside a seasonal peak tells you about the season, not the campaign.

What I'd do differently. Check the vertical's Google Trends curve before crediting myself for a hot launch. If I'm launching at a seasonal peak, I scale cautiously and bank profit instead of reinvesting it all, because the regression is coming and the calendar already told me when.