Side-by-side comparison · 24 data points
AI search, AI chat, product filters & search bar to boost CR with smart product search & discovery
| Prefixbox AI Search & Filter | AI Search & Product Filter |SB | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — |
Boost your sales with AI search, custom product filters, and dynamic product merchandising tools.
| Metric | Prefixbox AI Search & Filter | AI Search & Product Filter |SB |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.7 ★ |
| Total reviews | 60 | ★ 441 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Dec 2023 | Jan 2020 |
Prefixbox AI Search & Filter edges out AI Search & Product Filter |SB on rating (5.0★ vs 4.7★), but the gap is small enough that pricing fit and feature differentiation should drive the decision more than the headline number. Pricing entry tiers: Prefixbox AI Search & Filter at Free plan available, AI Search & Product Filter |SB at Free plan available. Check each app's tier structure for the capacity limits you actually need before deciding — the headline number is the same shape, but the gating shape per tier (apps, orders, integrations) varies. AI Search & Product Filter |SB has the larger user base (441 reviews vs 60), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Prefixbox AI Search & Filter's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended by store size: small/early-stage merchants who need fast install and low risk should default to Prefixbox AI Search & Filter; mid-market and enterprise merchants with specific feature requirements should evaluate both — AI Search & Product Filter |SB's 441-review base may include the workflow context that matches your specific use case better than Prefixbox AI Search & Filter's broader-but-shallower coverage. This verdict is generated from the live marketplace data on this page — rating, review count, pricing tier, and category position all refresh from the canonical Shopify App Store listing every 24 hours. AppRanks does not accept payment to influence comparison outcomes; the methodology is documented on the About page and applies identically to every pair on the site.
Read each app's audit: Prefixbox AI Search & Filter audit • AI Search & Product Filter |SB audit
| Keyword | Prefixbox AI Search & Filter | AI Search & Product Filter |SB |
|---|---|---|
| ai search | #4 | #7 |
| product filter | #12 | #5 |
| product filter search | #7 | #12 |
| filters | #10 | #9 |
| filter | #10 | #9 |
No tracked changes.
Both Prefixbox AI Search & Filter and AI Search & Product Filter |SB offer paid plans only. Prefixbox AI Search & Filter starts at Free plan available; AI Search & Product Filter |SB starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Prefixbox AI Search & Filter has the higher average rating (5.0★ from 60 reviews) compared to AI Search & Product Filter |SB (4.7★ from 441 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
It depends on what you're optimizing for. Prefixbox AI Search & Filter fits better if you prioritize rating consistency; AI Search & Product Filter |SB is the call if you need the larger user base. Read both apps' detail pages on AppRanks for the full feature breakdown, install counts, and recent listing changes.
Both apps are one-click installs from the Shopify App Store marketplace. AI Search & Product Filter |SB has more onboarding documentation maturity (441 reviews vs 60), which usually translates to better-tested setup wizards and quicker time-to-value. AppRanks doesn't measure setup time directly — read the recent reviews on each app's detail page for merchant-reported install experience.
Prefixbox AI Search & Filter typically suits early-stage and growth-mode stores based on its review-base composition (60 reviews). AI Search & Product Filter |SB aligns more with early-stage and growth-mode stores (441 reviews). Larger review bases generally mean the app has been load-tested at scale — relevant if you're processing high order volume or handling enterprise compliance requirements.
Migration support varies by app and category. Prefixbox AI Search & Filter and AI Search & Product Filter |SB 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 Prefixbox AI Search & Filter" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
