Prefixbox AI Search & Filter vs Smart Product Filter & Search
How Prefixbox AI Search & Filter and Smart Product Filter & Search compare on the Shopify App Store: rating, review count, pricing, the Built for Shopify badge, and where each one ranks in the store's organic search results. Every number is the App Store's own and is never edited.
Updated October 23, 2026 · App Store dataPrefixbox AI Search & Filter vs Smart Product Filter & Search at a glance
As of October 23, 2026, Prefixbox AI Search & Filter is rated 5.0 stars from 59 reviews and Smart Product Filter & Search is rated 4.9 stars from 2,389 reviews on the Shopify App Store.
- Rating: Prefixbox AI Search & Filter has the higher rating, 5.0 stars against 4.9.
- Reviews: Smart Product Filter & Search has more reviews, 2,389 against 59.
- Pricing: Both list "Free plan available".
- Built for Shopify: Both carry the Built for Shopify badge.
| Fact |
Prefixbox AI Search & Filter
|
Smart Product Filter & Search
|
|---|---|---|
| Tagline | AI search with filters & AI chat to enhance product discovery | Boost sales with AI semantic search and instant filters |
| Rating | ★ 5.0 | ★ 4.9 |
| Reviews | 59 | 2,389 |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | Built for Shopify | Built for Shopify |
| Data as of | October 23, 2026 | October 23, 2026 |
Built for ShopifyRatings, review counts, pricing labels and badges are read from each app's Shopify App Store search result card. Rankings are the store's organic results for the searches Rankbase tracks; sponsored results are excluded.
Where each app ranks in App Store search
| App Store search |
Prefixbox AI Search & Filter
|
Smart Product Filter & Search
|
|---|---|---|
| Both apps rank · 14 searches | ||
| Boost AI Search & Filter | #3 | #2 |
| Product Filter & Search | #7 | #1 |
| Search And Filter | #7 | #1 |
| Suche | #7 | #1 |
| Search Filter | #2 | #6 |
| Filters | #8 | #1 |
| Smart Product Filter & Search | #8 | #1 |
| Filter | #9 | #1 |
| Product Filter | #9 | #1 |
| Search And | #8 | #2 |
| Filtri | #10 | #2 |
| Search And Disc | #10 | #3 |
| Serch | #10 | #3 |
| Search And Dis | #10 | #4 |
| Only Prefixbox AI Search & Filter ranks · 5 searches | ||
| AI Search | #4 | not in top 10 |
| Swym | #5 | not in top 10 |
| Discovery | #6 | not in top 10 |
| Boost AI Search & Discovery | #7 | not in top 10 |
| Junip | #7 | not in top 10 |
| Only Smart Product Filter & Search ranks · 22 searches | ||
| Filter Menu | not in top 10 | #1 |
| Filtre | not in top 10 | #1 |
| Filtros | not in top 10 | #1 |
| Filtres | not in top 10 | #2 |
| Filtro | not in top 10 | #2 |
| Search | not in top 10 | #2 |
| Search And Discovery | not in top 10 | #2 |
| Collection Filter | not in top 10 | #3 |
| Search Bar | not in top 10 | #4 |
| Globo | not in top 10 | #5 |
| Instant | not in top 10 | #5 |
| Categories | not in top 10 | #6 |
| Rapid Search | not in top 10 | #6 |
| Sea | not in top 10 | #6 |
| Search And Discover | not in top 10 | #6 |
| Category | not in top 10 | #7 |
| Menu | not in top 10 | #7 |
| Smart | not in top 10 | #7 |
| Year Make Model | not in top 10 | #8 |
| Smart S | not in top 10 | #9 |
| Infinite Scroll | not in top 10 | #10 |
| Searchpie | not in top 10 | #10 |
In the App Store's organic search results, Prefixbox AI Search & Filter ranks in the top 10 for 19 of the 3,809 searches we track and Smart Product Filter & Search for 36. They share 14 searches: Smart Product Filter & Search ranks higher on 13, Prefixbox AI Search & Filter on 1.
Frequently asked questions
Is Prefixbox AI Search & Filter or Smart Product Filter & Search rated higher on the Shopify App Store?
Prefixbox AI Search & Filter has the higher rating, 5.0 stars against 4.9. Smart Product Filter & Search has more reviews, 2,389 against 59.
Which has more reviews, Prefixbox AI Search & Filter or Smart Product Filter & Search?
Smart Product Filter & Search has more reviews, 2,389 against 59.
Which ranks higher in Shopify App Store search, Prefixbox AI Search & Filter or Smart Product Filter & Search?
In the App Store's organic search results, Prefixbox AI Search & Filter ranks in the top 10 for 19 of the 3,809 searches we track and Smart Product Filter & Search for 36. They share 14 searches: Smart Product Filter & Search ranks higher on 13, Prefixbox AI Search & Filter on 1.
How is this comparison made?
Rankbase records the organic results merchants see when they search the Shopify App Store for 3,809 popular keywords, refreshed daily for published rankings and at least weekly for the rest. Each app's rating, review count, pricing label and Built for Shopify badge are taken from its App Store search result card, so they are exactly what merchants see; the date next to each app is the last time it appeared in any tracked top 10. Sponsored results are excluded, and nothing on this page is edited by hand, including for Rankbase's own apps.
More comparisons
Prefixbox AI Search & Filter against other apps
- Prefixbox AI Search & Filter vs Boost AI Search & Filter
- Prefixbox AI Search & Filter vs Searchanise Search & Filter
- Prefixbox AI Search & Filter vs Shopify Search & Discovery
- Prefixbox AI Search & Filter vs RS: AI Search Bar & Filter
- Findter Custom Filter & Search vs Prefixbox AI Search & Filter
- Prefixbox AI Search & Filter vs Ryzo AI Search & Visual Search
Smart Product Filter & Search against other apps
- Blockify Fraud Filter, Blocker vs Smart Product Filter & Search
- Globo Mega Menu, Navigation vs Smart Product Filter & Search
- Smart Product Filter & Search vs Boost AI Search & Filter
- MIDA Fraud Filter, Bot Blocker vs Smart Product Filter & Search
- XCloud Search & Product Filter vs Smart Product Filter & Search
- Smart Product Filter & Search vs Shopify Search & Discovery
Rankbase paired these two apps on October 18, 2026, when both ranked in the top 3 for "boost ai search & filter". The page stays as long as either app keeps ranking or the comparison keeps being read, and every number on it is refreshed from the App Store.
Rank higher on the Shopify App Store
Rankbase helps Shopify app developers track keyword positions, analyze install click data, and optimize app listings to rank higher in the Shopify App Store.
Explore Rankbase →Built by Craftshift
Rankbase is made by Craftshift, a Shopify Partner building apps for product images, variants, and bulk catalog work. We built Rankbase to track the App Store rankings of our own apps first, then opened it to other developers, and this directory grew out of that work. The rankings on these pages are Shopify's own organic search results; we never edit them, including for our own apps.
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