Side-by-side comparison · 24 data points
Modernize your search & filter. Better product discovery boosts sales and enhances customer loyalty.
| XCloud Search & Product Filter | novasearch AI | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Upgrade your store with AI-powered search. Match natural-language requests to improve discovery.
| Metric | XCloud Search & Product Filter | novasearch AI |
|---|---|---|
| Rating | 4.9 ★ | ★ 5.0 ★ |
| Total reviews | ★ 538 | 1 |
| Free plan | Yes | Yes |
| Pricing | Free to install | Free plan available |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | ★ 4 tiers | 2 tiers |
| Listed features | ★ 5 | 4 |
| Languages | 1 supported | 1 supported |
| Listed since | Oct 2018 | May 2026 |
XCloud Search & Product Filter and novasearch AI are evenly matched on rating (4.9★ vs 5.0★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow.
Pricing entry tiers: XCloud Search & Product Filter at Free to install, novasearch AI 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 (seats, usage volume, integrations) varies.
XCloud Search & Product Filter has the larger user base (538 reviews vs 1), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. novasearch AI's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat.
Recommended evaluation path: install both apps' free tiers (where available) and run them in parallel on a small cohort for 7-14 days before committing. The data tables below show the per-feature breakdown — for most merchants the deciding factor will be a single integration or workflow detail that's hard to compare from listing pages alone.
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: XCloud Search & Product Filter audit • novasearch AI audit
| Keyword | XCloud Search & Product Filter | novasearch AI |
|---|---|---|
| smart search | #2 | Not ranked |
| search bar | #3 | Not ranked |
| smart product search | #4 | Not ranked |
| help desk | Not ranked | #236 |
No tracked changes.
Both XCloud Search & Product Filter and novasearch AI offer paid plans only. XCloud Search & Product Filter starts at Free to install; novasearch AI starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
XCloud Search & Product Filter (4.9★, 538 reviews) and novasearch AI (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.
novasearch AI holds the higher average rating (5.0★ vs 4.9★). 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. XCloud Search & Product Filter has the deeper published review base (538 vs 1), 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.
XCloud Search & Product Filter typically suits early-stage and growth-mode teams based on its published review base (538 reviews). novasearch AI typically suits early-stage and growth-mode teams based on its published review base (1 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. XCloud Search & Product Filter and novasearch AI 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 novasearch AI" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
