Side-by-side comparison · 24 data points
Modernize your search & filter. Better product discovery boosts sales and enhances customer loyalty.
| XCloud Search & Product Filter | FathomRetail | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
AI-powered search that understands customer queries in natural language and delivers spot-on results
| Metric | XCloud Search & Product Filter | FathomRetail |
|---|---|---|
| Rating | 4.9 ★ | — |
| Total reviews | 524 | 0 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | ★ 5 | 4 |
| Languages | 1 supported | 1 supported |
| Listed since | Oct 2018 | May 2025 |
Based on the data on this page, XCloud Search & Product Filter is the stronger choice for most Shopify App Store merchants — 4.9★ vs FathomRetail's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: XCloud Search & Product Filter at Free plan available, FathomRetail 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. XCloud Search & Product Filter has the larger user base (524 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. FathomRetail'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 XCloud Search & Product Filter; mid-market and enterprise merchants with specific feature requirements should evaluate both — FathomRetail's 0-review base may include the workflow context that matches your specific use case better than XCloud Search & Product 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: XCloud Search & Product Filter audit • FathomRetail audit
| Keyword | XCloud Search & Product Filter | FathomRetail |
|---|---|---|
| smart search | #2 | Not ranked |
| product filter search | #6 | Not ranked |
| filter search | #9 | Not ranked |
Both XCloud Search & Product Filter and FathomRetail offer paid plans only. XCloud Search & Product Filter starts at Free plan available; FathomRetail starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
It depends on what you're optimizing for. XCloud Search & Product Filter fits better if you prioritize rating consistency; FathomRetail 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. XCloud Search & Product Filter has more onboarding documentation maturity (524 reviews vs 0), 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.
XCloud Search & Product Filter typically suits early-stage and growth-mode stores based on its review-base composition (524 reviews). FathomRetail aligns more with early-stage and growth-mode stores (0 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. XCloud Search & Product Filter and FathomRetail 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 FathomRetail" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
