<b>Tool volume lags real demand by 6 to 8 weeks at peaks</b>

<b>Tool volume lags real demand by 6 to 8 weeks at peaks</b>
Reported search volume is usually a trailing 12-month average, not live demand. We compared tool figures to live trend data on 300 seasonal queries.

— Lag at seasonal peak: 6-8 weeks
— Underreported demand at peak month: up to 40 percent
— Overreported in off-season: up to 35 percent
— Queries affected: any with a clear annual cycle

A 12-month average smooths the spike you are trying to catch. So what: for seasonal topics, publish on the live-trend ramp, not the averaged volume, and discount the figure by a third when planning into a known peak.

<i>Benchmark of the week:</i> averaged volume understates a seasonal peak by up to 40 percent.

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