Side-by-side comparison
AI search, AI chat, product filters & search bar to boost CR with smart product search & discovery
| Metric | Concierge: AI Sales Associate | Prefixbox AI Search & Filter |
|---|---|---|
| Rating | 5.0 ★ | 5.0 ★ |
| Total reviews | 4 | ★ 59 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | ★ 4 tiers | 2 tiers |
| Listed features | 5 |
On the measured data here, Prefixbox AI Search & Filter leads on more dimensions (3 vs 1). Pick Concierge if one of the points where it leads is what you need.
Built only from the Shopify App Store listing data shown on this page. AppRanks does not accept payment to influence comparisons. Read the methodology
Read each app's audit: Concierge: AI Sales Associate audit • Prefixbox AI Search & Filter audit
| Field | Concierge | Prefixbox AI Search & Filter |
|---|---|---|
| Tagline | ||
| Listing audit | 89/100 listing audit | 92/100 listing audit |
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer |
| 5 |
| Languages | 1 supported | 1 supported |
|---|
| Listed since | May 2026 | Dec 2023 |
|---|
| Listed |
|---|
| Keyword | Concierge | Prefixbox AI Search & Filter |
|---|---|---|
| search filter | Not ranked | #3 |
| product filter search | Not ranked | #6 |
| smart search and filters | Not ranked | #7 |
| shop assistant | #132 | Not ranked |
| ai chatbot for sales | #148 | Not ranked |
Both Concierge: AI Sales Associate and Prefixbox AI Search & Filter offer a free plan. Concierge: AI Sales Associate lists no paid plan with a published price; Prefixbox AI Search & Filter lists no paid plan with a published price. Prices are as listed on the Shopify App Store; check what each tier includes in the Pricing section above.
Concierge: AI Sales Associate (5.0★, 4 reviews) and Prefixbox AI Search & Filter (5.0★, 59 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
AppRanks cannot separate these two on rating — both sit at 5.0★. Prefixbox AI Search & Filter does carry the larger published review base (59 vs 4). Read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. AppRanks doesn't measure setup time directly; Prefixbox AI Search & Filter has more published reviews to read for user-reported install experience (59 vs 4).
AppRanks cannot say which fits a larger or smaller operation — there is no store-size measurement in the Shopify App Store data. What it can show: Concierge: AI Sales Associate has 4 published reviews; Prefixbox AI Search & Filter has 59 published reviews. Compare plan limits and pricing tiers against your own volume.
Migration support varies by app and category. Concierge: AI Sales Associate and Prefixbox AI Search & Filter both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from Concierge: AI Sales Associate" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.