Beauty

Beauty stores lose the least to bots — but it still adds up

Bot traffic %Fraud/chargeback rate %

* Estimated — scaled from this category's real current-year figure using the real industry-wide year-over-year trend. ** Modeled — no category-specific data exists for this metric; shows the general e-commerce trend, not a category-specific figure.

1.8x

true conversion vs. what your dashboard shows

9pt

bounce rate inflated by bot visits

$1,440/mo

estimated revenue leak

Frequently asked questions

It's the lowest of the 5 categories we track, not low in absolute terms — bot traffic still measurably skews conversion and bounce numbers for beauty stores.

The current-year figure is sourced directly from industry bot-traffic reports (Imperva, Radware). Earlier years are estimated by scaling that anchor against the real year-over-year industry trend — see the chart footnote for which points are which.

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