Side-by-side comparison
AI search, AI chat, product filters & search bar to boost CR with smart product search & discovery
Reduce wrong-part orders with registration plate lookup and Year Make Model fitment search.
| Metric | Prefixbox AI Search & Filter | Rego Mate ‑ Vehicle Fitment |
|---|---|---|
| Rating | 5.0 ★ | 5.0 ★ |
| Total reviews | ★ 60 | 1 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free trial available |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | 2 tiers | ★ 3 tiers |
| Listed features |
On the measured data here, Prefixbox AI Search & Filter leads on more dimensions (4 vs 0). Pick Rego Mate 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: Prefixbox AI Search & Filter audit • Rego Mate ‑ Vehicle Fitment audit
| Field | Prefixbox AI Search & Filter | Rego Mate ‑ Vehicle Fitment |
|---|---|---|
| Tagline | ||
| Listing audit | 92/100 listing audit | 83/100 listing audit |
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer |
| 5 |
| 5 |
| Languages | 1 supported | 1 supported |
|---|
| Listed since | Dec 2023 | May 2026 |
|---|
| Listed |
|---|
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| Keyword | Prefixbox AI Search & Filter | Rego Mate ‑ Vehicle Fitment |
|---|---|---|
| search filter | #3 | Not ranked |
| smart search and filters | #6 | Not ranked |
| product filter search | #6 | Not ranked |
| model search | Not ranked | #10 |
| year make model fitment | Not ranked | #18 |
Prefixbox AI Search & Filter is cheaper to start with — it offers a free plan and Rego Mate ‑ Vehicle Fitment doesn't list one. Prices are as listed on the Shopify App Store; check what each tier includes in the Pricing section above.
Prefixbox AI Search & Filter (5.0★, 60 reviews) and Rego Mate ‑ Vehicle Fitment (5.0★, 1 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 (60 vs 1). 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 (60 vs 1).
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: Prefixbox AI Search & Filter has 60 published reviews; Rego Mate ‑ Vehicle Fitment has 1 published reviews. Compare plan limits and pricing tiers against your own volume.
Migration support varies by app and category. Prefixbox AI Search & Filter and Rego Mate ‑ Vehicle Fitment 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 Rego Mate ‑ Vehicle Fitment" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
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