Videos instead of written reviews on PDP: -1.60% revenue per visitor

LostProduct page · 2026-04-21

Replacing written reviews with only product videos on a product page lowered revenue per visitor by 1.60%. Dave Diederen ran this test, and conversion rate also dipped 2.00%. A third version with videos added under the reviews did not win either.

-1.60% revenue per visitor
  • Revenue per visitor: -1.60% for videos only ($2.10 to $2.07), estimated at about -$43,480 a month. The range was -7% to +4%, so this is close to flat.
  • Conversion rate: -2.00% (5.57% to 5.46%). A small loss.
  • Profit per visitor: -1.59% ($1.70 to $1.67), the metric the test was judged on.
  • Average order value: no change ($37.76 vs $37.92).
  • The version with videos placed under the reviews also trailed control: 5.40% conversion and $2.01 revenue per visitor.

The change

Control (A)
header
title
rating
price
Add to cart
description
Written reviewsREPLACED
Variant (B)
header
title
rating
price
Add to cart
description
Product videos onlyNEW

Written reviews are replaced by a product video section.

Simplified mockup drawn by LiftArchive from the shared screenshots.

Control

The product page showed written customer reviews.

Variant

The written reviews were removed and replaced with a product video section only. A second variant kept reviews and added videos underneath.

Why it likely lost

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

Caveats: The confidence ranges include zero, so this is close to a flat result. The post does not share sample size, duration or the video content used.

Who ran it

Dave Diederen (@DaveDiederen) shared this test on X. The numbers and screenshots are theirs.

How to run this test on your store

Hypothesis
If we replace written reviews with product videos, then conversion will rise because video shows the product in real use. (In this test, it did not.)
Primary metric
Revenue per visitor
Guardrails
  • Conversion rate
  • Average order value
  • Engagement with the reviews section
Who should test it
Stores with a strong library of customer videos who want to add them to the product page. Keep written reviews in place and test videos as an addition, not a swap.

Questions

Should product videos replace written reviews?

Not based on this test. Swapping reviews for videos lowered revenue per visitor by 1.60%.

Do videos on product pages increase conversions?

Dave Diederen says video sections usually win across brands, but only as an addition to reviews and with real-use content.

Why do written reviews still matter?

They answer specific doubts and are easy to skim. Removing them took away that reassurance in this test.

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