Advent calendars always spike — the gold is knowing which style wins this year

Advent calendars going up in Q4 is expected. That’s not an insight.

The real edge is spotting which specific variant is winning before the rush.

Example: “wooden advent calendar” has been climbing steadily since early August (chart). That’s the kind of signal that helps you:

• pick the right product style (not just the category)

• shift PPC into rising terms earlier (cheaper than late Nov/Dec)

• plan inventory around the winning variant, not generic seasonality

Curious: what other specific products are you seeing move this year ?