PickWhy: AI Product Quiz vs UserToCart: Quiz

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Sep 21, 2026 for PickWhy, Apr 14, 2026 for UserToCart.

The short answer

  • PickWhy lists 1 features UserToCart’s listing doesn’t mention, including AI recommendations.

Head to head

Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
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Categories
  • Upsell and cross-sell
  • Upsell and cross-sell
Languages
  • English
  • English
Launched
Sep 15, 2026
Apr 13, 2026
Built for Shopify
Not badged
Not badged
Reviews per month
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Detected stores
0active installs
0active installs
Most common store size
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—
Top countries
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Free options
Free planFree trial
Free planFree trial
Monthly range
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Plans
Free
Free
Coverage
2 of 3 features67%
2 of 3 features67%
Unique strengths
  • AI recommendations
  • Product page upsell
Upsell and cross-sell
67%2/3
67%2/3
Customization
0%0/1
100%1/1
Offers and recommendations
100%2/2
50%1/2
111onlybothonly
PickWhyUserToCart3 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
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How it sells itself

Make it easier for shoppers to find the right products and add them to cart. PickWhy turns quiz answers into personalized recommendations that show why each product fits. AI matches shopper needs to your products, without making you link every answer to individual items. Guide recommendations in your own words and exclude products you don’t want to suggest.

Many shoppers leave stores without buying because they feel overwhelmed by product choices. UserToCart: Quiz solves this by guiding customers through personalized questions to match them with products they'll love. Create beautiful quizzes in minutes with our visual builder. Add questions, customize answers, and connect them to your products using tags. The quiz appears on your storefront as a native theme block.

Key points
  • Help shoppers choose with personalized product recommendations and clear reasons
  • Let AI match shopper needs to your products—no manual product matching required
  • Shape AI recommendations in your own words and exclude specific products
  • Build from a template or start fresh, then preview with your store’s products
  • Smart product matching using tags for accurate personalized recommendations
  • Native theme integration that works with any Shopify theme without coding
  • Mobile-optimized quizzes that look great on any device
Screenshots
PickWhy editor with live preview of a skincare quiz question.
Skincare quiz: dryness picks with reasons and add to cart.Instructions guiding AI picks: daypack and water bottle.Cocoa and Caramel coffee blends as complementary picks.
Quiz view
Recommendation viewQuiz viewAdmin view

All the numbers

Every figure, side by side

A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.

Showing only the rows where the apps differ.

Adoption

MeasurePickWhyUserToCart
Detected storesNot publishedNot published
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesNot publishedNot published
Top store countriesNot publishedNot published

Reviews

MeasurePickWhyUserToCart
App Store ratingNot publishedNot published
App Store reviewsNot publishedNot published
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasurePickWhyUserToCart
Free planNot listedNot listed
Lowest paid monthly planNo monthly plan listedNo monthly plan listed
Longest free trialNot listedNot listed
Plans listedNot publishedNot published

Listing

MeasurePickWhyUserToCart
Shopify category rank#1045in Upsell and cross-sell#973(ahead)in Upsell and cross-sell
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedSep 15, 2026Apr 13, 2026
Languages1English1English
DeveloperBestChatUserToCart

FAQ

PickWhy and UserToCart: common questions

What features does each app list that the other doesn’t?
PickWhy lists 1 the others don’t mention, such as AI recommendations. UserToCart lists 1 the others don’t mention, such as Product page upsell. A feature missing from a listing may still be supported; this compares what each App Store listing says.
Where does this comparison’s data come from?
Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Sep 21, 2026 for PickWhy, Apr 14, 2026 for UserToCart; estimated figures are labeled.

How Shoplist compares apps

Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Sep 21, 2026 for PickWhy, Apr 14, 2026 for UserToCart. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.