Festive seasons and search rhythm

Compare a festive week to a quiet mid-year week and you will misread both if you force a single baseline.

What often rises

Browsing and map panning rise when families gather and talk about moving. Inquiry forms may lag by weeks as decisions wait for bonus payments or school calendars.

What to tag

Mark festive ranges in your analytics notes so a later review does not treat them as permanent demand. If a release shipped during CNY, separate the release effect from the holiday effect — otherwise product debates go in circles.

Briefing habit

In monthly briefings we keep a small seasonal appendix: three bullets on what looked holiday-shaped versus release-shaped. It keeps board conversations honest when someone waves a dramatic chart from late January.