@CROguy_
@joshtCROWhy social proof matters on the product page
The product page is where a shopper decides whether to trust a product enough to pay for it. Social proof answers "did this work for people like me?" at that moment. The tests below show that where it sits and how relevant it is matter more than how much of it there is.
Measured results
Proof next to the title and buy button
Dave Diederen moved the star rating and review count directly above the product title and won +8.14% conversion rate and +8.45% revenue per visitor, with no change to AOV. Ruben replaced payment and policy icons under the add-to-cart button with customer social proof and won +5.25% conversion rate.
The biggest clean win made the proof relevant to the visitor. Dave Diederen matched the line under the ATC to the ad angle the visitor came from: +12.70% conversion rate and +9.74% revenue per visitor, though AOV fell 2.63%.
Who appears in the proof
Dave Diederen showed social proof featuring both women and men instead of women only and won +6.95% conversion rate and +7.83% revenue per visitor. A certification badge near the price and ATC added a smaller +2.67% conversion rate.
Layout and redesign tests
Oliver Kenyon moved social proof and Add to Cart into the first mobile view with tighter spacing for +$47,927/month and +$0.26 revenue per session. Milos ran two full redesigns that included social proof: one with a press mention and rating took conversion rate from 2.1% to 2.8% (+$46k/month), and one with a new value proposition, images, benefits and a guarantee took it from 2.1% to 3.2%. Both changed many things, so social proof's share of the lift is unknown.
@oliverkenyon
@DaveDiederen@DaveDiederen@DaveDiederen@DaveDiederen
@RubendgrfLosing or flat tests
No test lost outright, but two were flat and two more won by cutting social proof back.
- Ruben's FrontrowMD-style doctor endorsement badge showed +17% after one week at 99.6% probability, then settled at a flat +1.66% after four weeks. The early number was noise.
- Dave Diederen's 'Clinician Recommended' badge left conversion rate, revenue per visitor and AOV flat across 76k+ visitors.
- Dave Diederen hid the 'As Seen In' press logo banner and won +5.63% revenue per visitor.
- Dave Diederen's new layout focused on benefits instead of social proof won +35.3% conversion rate and +44.6% profit per visitor.
Untested ideas
Most of the 52 ideas have no test data yet. The ones that follow the winning pattern are worth testing first:
- Cover shipping, social proof and safety directly under the CTA (Kasper Dolk).
- Show units sold under the price when you have few reviews (Milos).
- A 'sold today' line below the ATC button (Dave Diederen).
- Rewrite the guarantee as proof: "less than 1% of customers asking for their money back" (Dave Diederen).
- Before/after customer photos with a day counter, name and age (Kasper Dolk).
Several Josh Thompson entries quote lifts such as +26% conversions, but no test data is shown, so treat them as ideas.
Placement and design patterns that won
- Put ratings and review counts above or right under the product title.
- Use the space under the add-to-cart button for customer proof.
- Make the proof match the visitor: their ad angle, and people who look like them.
- Get social proof into the first mobile view.
- Test cutting weak proof, such as press logos, as well as adding it.
- Run badge tests for several weeks, since early lifts can fade.
Related tests elsewhere on the store
See the full social proof collection, product page review tests, product page trust badge tests and homepage social proof tests.