Discovery Product Finder vs Shopify Search & Discovery
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 9, 2026 for Shopify Search & Discovery.
The short answer
- Shopify Search & Discovery lists 23 features Discovery Product Finder’s listing doesn’t mention, including AI recommendations, AI search, Autocomplete.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
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.
A great shopping experience starts with simple search and seamless discovery. Customize search, filtering, and product recommendations, so you can enhance your products’ relevance and sell more. Use the Shopify Search & Discovery app to deliver results for every search and increase average order value with customized recommendations on any product page.
- 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.
- Customize filters to let shoppers refine their search by multiple categories.
- Make synonym groups, so product descriptions match the terms shoppers use.
- Use product boosts to feature products you want highlighted in search results.
- Add related and complementary products on product detail pages.
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 |  Shopify Search & Discovery |
|---|---|---|
| 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 | Shopify Search & Discovery |
|---|---|---|
| App Store rating | Not published | 2.6 ★ |
| App Store reviews | Not published | 514 |
| New reviews, 28 days | Not enough data | 5 |
| Reviewers a year or more in | Not enough data | 63% |
Pricing
| Measure | Discovery Product Finder | Shopify Search & Discovery |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | No monthly plan listed |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | Not published |
Listing
| Measure | Discovery Product Finder | Shopify Search & Discovery |
|---|---|---|
| Shopify category rank | Not enough data | #2 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 6, 2023 | Jul 25, 2022 |
| Languages | Not published | 19 |
| Developer | Discovery Prod | Shopify |
FAQ
Discovery Product Finder and Shopify Search & Discovery: common questions
- What features does each app list that the other doesn’t?
- Shopify Search & Discovery lists 23 the others don’t mention, such as AI recommendations, AI search, Autocomplete, Behavior insights. 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 9, 2026 for Shopify Search & Discovery; 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 9, 2026 for Shopify Search & Discovery. 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.