42 Product Patterns

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Pattern #122: Zigzag Layout

By Samuel Hess · Founder

Based on 3 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Screens: Product

Pattern #121: Free Shipping

By Jakub Linowski · Founder @ GoodUI

Based on 3 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Screens: Product, Shopping Cart

Pattern #119: Unselected Or Selected Defaults

By Michal Fiech · Product Growth Manager @ volders

Based on 2 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Minutes
  • Screens: Signup, Product

Pattern #114: Less Or More Visible Prices

By Arthur Sparks · COO @ PrepAgent

Based on 3 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Screens: Pricing, Product, Checkout

Pattern #97: Bigger Form Fields

By Marcos Ciarrocchi · Partner @ Graphite | Prev. Head of Growth @ Yummly

Based on 2 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Minutes
  • Screens: Product, Home & Landing

Pattern #96: Single Focus Photos

By Ronny Kohavi · Technical Fellow and VP, Analysis and Experimentation @ Microsoft

Based on 1 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Product

Pattern #93: Auto Next

By Marcos Ciarrocchi · Partner @ Graphite | Prev. Head of Growth @ Yummly

Based on 1 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Product

Pattern #88: Action Button

By Julian Gaviria · Director of User Experience @thomasnet

Based on 4 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Minutes
  • Screens: Product, Listing, Home & Landing

Pattern #85: Benefit Button

By Jakub Linowski · Founder @ GoodUI

Based on 5 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Minutes
  • Screens: Global, Home & Landing, Signup, Product

Pattern #83: Progressive Fields

By Jakub Linowski · Founder @ GoodUI

Based on 4 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Home & Landing, Listing, Signup, Product

Pattern #82: Onboarding Callouts

By Marcos Ciarrocchi · Partner @ Graphite | Prev. Head of Growth @ Yummly

Based on 1 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Product

Pattern #71: Personalized Next Step

By Will Anderson · Growth Product Manager @ Designlab

Based on 1 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Product

Pattern #69: Autodiscounting

By Matthew Curry · Head of eCommerce at Lovehoney

Based on 3 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Product, Pricing

Pattern #66: Complementary Upsell

By Devesh Khanal · Founder & CEO of Growthrock.co

Based on 3 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Shopping Cart, Product, Checkout

Pattern #62: Urgent Next Day Delivery

By Viljo Vabrit · Managing Director @ ConversionXL Agency

Based on 3 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Product

Pattern #60: Repeated Bottom Call To Action

By Jakub Linowski · Founder @ GoodUI

Based on 7 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Minutes
  • Screens: Listing, Product, Content, Home & Landing

Pattern #59: Inverted Or Consistent Button Styles

By Nicholas Evans · Director of UX @ Reverb

Based on 1 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Product

Pattern #49: Above The Fold Call To Action

By Daniel Shapiro · Co-Founder @ Designlab

Based on 10 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Minutes
  • Screens: Product, Home & Landing, Listing, Checkout, Global

Pattern #46: Pay Later

By Daniel Shapiro · Co-Founder @ Designlab

Based on 3 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Minutes
  • Screens: Checkout, Product

Pattern #43: Long Titles

By Ronny Kohavi · Technical Fellow and VP, Analysis and Experimentation @ Microsoft

Based on 3 Tests, Members See How Likely This Pattern Will Win Or Lose And Its (?) Median Effect

Almost Certain Loser
-5
-4
-3
-2
-1
0
+1
+2
+3
+4
+5
Almost Certain Winner
  • Effort: Hours
  • Screens: Listing, Product

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