Side-by-side comparison · 24 data points
Increase sales with AI Search, advanced filters, and smarter product discovery
| Boost AI Search & Filter | Shopify Search & Discovery | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
Help customers find the right products and sell more using Shopify’s free Search & Discovery app
| Metric | Boost AI Search & Filter | Shopify Search & Discovery |
|---|---|---|
| Rating | ★ 4.7 ★ | 2.7 ★ |
| Total reviews | ★ 1.6k | 509 |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free |
| Built for Shopify | — | — |
| Pricing tiers | 3 tiers | — |
| Listed features | 5 | 5 |
| Languages | 1 supported | 20 supported |
| Listed since | Jan 2017 | Jul 2022 |
Based on the data on this page, Boost AI Search & Filter is the stronger choice for most Shopify App Store merchants — 4.7★ vs Shopify Search & Discovery's 2.7★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: Boost AI Search & Filter at Free trial available, Shopify Search & Discovery at Free. 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 (seats, usage volume, integrations) varies.
Boost AI Search & Filter has the larger user base (1,630 reviews vs 509), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Shopify Search & Discovery's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat.
Recommended by size: small/early-stage merchants who need fast install and low risk should default to Boost AI Search & Filter; mid-market and enterprise merchants with specific feature requirements should evaluate both — Shopify Search & Discovery's 509-review base may include the workflow context that matches your specific use case better than Boost 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: Boost AI Search & Filter audit • Shopify Search & Discovery audit
| Last updated | — | — |
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| Keyword | Boost AI Search & Filter | Shopify Search & Discovery |
|---|---|---|
| search discovery | #31 | #1 |
| search | #6 | #1 |
| discovery | #9 | #1 |
| filters | #8 | #3 |
| search filter | #21 | #101 |
Both Boost AI Search & Filter and Shopify Search & Discovery offer paid plans only. Boost AI Search & Filter starts at Free trial available; Shopify Search & Discovery starts at Free. Compare the per-tier features in the Pricing section above before committing.
Boost AI Search & Filter has the higher average rating (4.7★ from 1,630 reviews) compared to Shopify Search & Discovery (2.7★ from 509 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
Boost AI Search & Filter holds the higher average rating (4.7★ vs 2.7★). That is the one dimension AppRanks can separate them on here — read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. Boost AI Search & Filter has the deeper published review base (1,630 vs 509), which often — though not always — accompanies better-tested setup docs. AppRanks doesn't measure setup time directly: read the recent reviews on each app's detail page for user-reported install experience.
Boost AI Search & Filter typically suits early-stage and growth-mode teams based on its published review base (1,630 reviews). Shopify Search & Discovery typically suits early-stage and growth-mode teams based on its published review base (509 reviews). A larger review base generally means the app has been exercised at scale — relevant if you are processing high volume or handling enterprise compliance requirements.
Migration support varies by app and category. Boost AI Search & Filter and Shopify Search & Discovery 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 Shopify Search & Discovery" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
