Discovery Product Finder vs PickyPal AI Shopping Assistant
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Feb 19, 2026 for Discovery Product Finder, Nov 4, 2026 for PickyPal AI Shopping Assistant.
The short answer
- PickyPal AI Shopping Assistant lists 21 features Discovery Product Finder’s listing doesn’t mention, including Agent analytics, AI chatbots, Cart recovery.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Starter
- · AI Shopping Advisor
- · Customer Insights
- · Customization & Branding
- · Follow-ups available as add-ons
- · Order Tracking & FAQs
- · Unlimited chats up to 10K sessions/mo
Growth
- · Everything in Starter, plus:
- · Follow-ups available as add-ons
- · Proactive Conversation Starters
- · Unlimited chats up to 25K sessions/mo
Scale
- · Advanced Analytics & Customer Insights
- · Everything in Growth, plus:
- · Follow-ups available as add-ons
- · Priority Support
- · Unlimited chats up to 50K sessions/mo
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureUsers will likely only see the products on your homepage. Discovery can find the best product for your customers in just a few clicks. Think of Discovery as a private concierge for every customer that comes to your store.
Shoppers hesitate when no one guides them. PickyPal is an AI shopping assistant for Shopify that works like your best in-store sales associate. It steps in at the right moment, understands what shoppers need and guides them to the right product, then to what goes with it, in chat or via Ask AI on product pages. If they leave without buying, it follows up by email.
- Drag-and-drop installation. Place Discovery anywhere on your storefront.
- No historical data required, provide recommendations from day 1.
- No PII (Personally Identifiable Information) is ever captured.
- Independant intent detection. Allow users to discover all aspects of your store.
- Advice and Product Recommendations.
- Cross-sell and Upsell.
- Customer Support.
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.
Adoption
| Measure |  Discovery Product Finder |  PickyPal AI Shopping Assistant |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Discovery Product Finder | PickyPal AI Shopping Assistant |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 8 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Discovery Product Finder | PickyPal AI Shopping Assistant |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | $79/month |
| Longest free trial | Not listed | 30 days |
| Plans listed | Not published | 3 |
Listing
| Measure | Discovery Product Finder | PickyPal AI Shopping Assistant |
|---|---|---|
| Shopify category rank | Not enough data | #230 |
| Shopify App Charts | Not on this week’s charts | #22 on Pricing moves in Chat |
| Built for Shopify | No | No |
| Launched | Jun 6, 2023 | Apr 14, 2025 |
| Languages | Not published | 7 |
| Developer | Discovery Prod | PickyPal |
FAQ
Discovery Product Finder and PickyPal AI Shopping Assistant: common questions
- What features does each app list that the other doesn’t?
- PickyPal AI Shopping Assistant lists 21 the others don’t mention, such as Agent analytics, AI chatbots, Cart recovery, Chat buttons. 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 Feb 19, 2026 for Discovery Product Finder, Nov 4, 2026 for PickyPal AI Shopping Assistant; 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 Feb 19, 2026 for Discovery Product Finder, Nov 4, 2026 for PickyPal AI Shopping Assistant. 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.