Mega menu with Trending Now best-sellers: +$0.98 per session

WinnerNavigation & menu · 2025-05-08

Adding a Trending Now best-seller carousel, clearer category links and a simpler layout to the mega menu raised revenue per session by $0.98. Oliver Kenyon ran this test, forecast at about $106,886 a month. The three changes were tested together.

+$106,886 per month
  • Revenue per session rose by $0.98.
  • Forecast revenue: about +$106,886 a month, or +$1,282,632 a year. These are projections.
  • Three changes shipped together, so the share from each is unknown.

The change

Control (A)
Free US shipping over $99
header
Original category linksREPLACED
Review card
Variant (B)
Free US shipping over $99
header
Trending Now carouselNEW
Categories with image and blurbNEW
Review card

The menu opens with trending best-sellers, then clearer, illustrated category links.

Simplified mockup drawn by LiftArchive from the shared screenshots.

Control

The original mega menu without a best-seller section. Its exact layout was not shown.

Variant

A swipeable Trending Now row of best-sellers sat at the top of the menu. Below it, each category had a thumbnail, a clear name and a short description.

Why it likely won

Our reading of the result, not the practitioner's claim.

Caveats: Sample size, test length and significance were not shared, and the dollar figures are forecasts. Only the new menu was shown, not the original.

Who ran it

Oliver Kenyon (@oliverkenyon) shared this test on X. The numbers and screenshots are theirs.

How to run this test on your store

Hypothesis
If we add a best-seller row and clearer category labels to the mega menu, then revenue per session will rise because shoppers find products faster.
Primary metric
Revenue per session
Guardrails
  • Menu click-through rate
  • Average order value
  • Share of sales from non-best-sellers
Who should test it
Stores with a broad catalog and a handful of clear best-sellers. Small catalogs with one or two products will see less benefit.

Questions

What should go in a mega menu?

This winning version led with a Trending Now row of best-sellers, then listed categories with a thumbnail and a one-line description.

Do best-sellers in the menu increase revenue?

In this test they were part of a change that lifted revenue per session by $0.98, though two other changes shipped at the same time.

Should mega menu categories have descriptions?

Short descriptions helped here by making each category easier to scan. Keep them to one line.

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