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AB experiment idea stash (cxperts prod ux etc.)

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About: the below list are ideas for AB experiments that require feedback and additional discussion to understand interest-level and potential impact.

AB-Test-Candidate | Sticky ATC on Desktop

  • Summary: Show Add-to-Cart CTA & bar at top of Desktop page)

  • Source: idea added per Aug4 CXperts presentation.


AB-Test-Candidate | Longer Scrolling Pages

Finding: 

  • Longer Scrolling Pages

  • After reviewing a handful of PDP pages it seemed that – not scientifically measured – they are longer scrolling, which may be a side effect of the gallery style format of the product pictures. 

Test Idea:  

  • Add a sticky CTA to PDPs to counter the longer scrolling, gallery format which may or may not be a detractor for add to cart clicks

( see example from Nature Made in PPT)

Source: idea added per Aug4 CXperts presentation.


AB-Test-Candidate | PLP # of Products per [More Results] CTA click

Finding: 

  • WEVO: a finding from the WEVO Study was several people annoyed at the More Results CTA on PLP not having more information. 

  • "I don't like that I have to keep pressing this button to see more candles instead of just giving me an option to see everything."

Impact: 

  • To help validate and prioritize this test idea we turned to FullStory:

  • In the last 30 days we saw around 34% of all users click a “More Results” CTA.

  • When looking at users who just visit PLPs that number jumps to 51%.  

Source: idea added per Aug4 CXperts presentation.



Done: converted from this page to separate wiki and/or ticket.

AB-Test-Candidate | Checkout | Padlock Icon removal

Hypothesis:  By updating or removing the padlock icon we will decrease confusion within checkout, increasing conversions. Metrics: ↑ Conversions


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