Conversion Optimization
2.81% Average exit popup opt-in rate
The famous 2.81% to 3.94% exit intent benchmark measures email addresses, not orders. When you rebuild the same number as revenue per visitor, the popup with the lower opt-in rate usually wins.
Ishan Soni
Sep 17, 2026 · 13 min read
Product Pages
0 Reviews needed to sell the first unit
Reviews are borrowed proof. When you have none, you have to supply the thing reviews supply, which is evidence a stranger's experience matched the promise. Six sources that work, and three that get you caught.
Ishan Soni
Sep 17, 2026 · 8 min read
Product Pages
30.2% Gap between peak and real horsepower
Peak horsepower is measured at the exact moment the blades stop turning. Your buyer is comparing that fictional number against a competitor's fictional number, and whoever explains the trick first wins the sale.
Ishan Soni
Sep 17, 2026 · 8 min read
Conversion Optimization
4.0-4.7 Star range that outsells 5.0
Telling a shopper your product is wrong for them sounds like a way to lose the sale. Three separate bodies of research say the opposite, with one condition almost every brand gets backwards.
Ishan Soni
Sep 16, 2026 · 14 min read
Product Pages
27.8% Of returns start on the page
A $1,400 sofa doesn't lose the sale on price. It loses on the four unanswered questions about a truck: who carries it inside, what it costs, when it arrives, and what happens if the box is crushed.
Ishan Soni
Sep 16, 2026 · 8 min read
Product Pages
30% Drop in pint ratings since 2019
Your 50-pint dehumidifier is the same machine that used to be sold as a 70-pint. The government changed the test in 2019. Almost nobody explains that on the page, and the silence costs sales all humid season.
Ishan Soni
Sep 16, 2026 · 8 min read
Conversion Optimization
42% Judge size from photos alone
Everyone quotes a number about stock photos killing conversions. I went looking for the study behind it. Here is what I found, and the four situations where stock photos actually do cost you money.
Ishan Soni
Sep 15, 2026 · 14 min read
Product Pages
23% Furniture return rate
Hiding the fact that a product arrives in pieces does not prevent the objection. It just moves the objection to the review section, where it costs you a lot more.
Ishan Soni
Sep 15, 2026 · 7 min read
Product Pages
21% Plaque edge you can cite
The most expensive number on an electric toothbrush page is not the price of the toothbrush. It's the price of the brush heads for the next three years, and almost nobody publishes it.
Ishan Soni
Sep 15, 2026 · 8 min read