Side-by-side comparison · 24 data points
Find what shoppers mean with AI-powered search, visual search, and collection filters
| Ryzo AI Search & Visual Search | AI Search & Product Filter |SB | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
Boost your sales with AI search, custom product filters, and dynamic product merchandising tools.
| Metric | Ryzo AI Search & Visual Search | AI Search & Product Filter |SB |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.7 ★ |
| Total reviews | 24 | ★ 441 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Languages | 10 supported | 1 supported |
| Listed since | Dec 2024 | Jan 2020 |
Ryzo AI Search & Visual Search 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: Ryzo AI Search & Visual Search 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 24), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Ryzo AI Search & Visual Search'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 Ryzo AI Search & Visual Search; 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 Ryzo AI Search & Visual Search'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: Ryzo AI Search & Visual Search audit • AI Search & Product Filter |SB audit
| Last updated | — | — |
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| Keyword | Ryzo AI Search & Visual Search | AI Search & Product Filter |SB |
|---|---|---|
| ai search | #8 | #7 |
| filters | #13 | #10 |
| search | #11 | #13 |
| filter | #16 | #9 |
| instant search | #12 | #17 |
No tracked changes.
Both Ryzo AI Search & Visual Search and AI Search & Product Filter |SB offer paid plans only. Ryzo AI Search & Visual Search 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.
Ryzo AI Search & Visual Search has the higher average rating (5.0★ from 24 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. Ryzo AI Search & Visual Search 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 24), 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.
Ryzo AI Search & Visual Search typically suits early-stage and growth-mode stores based on its review-base composition (24 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. Ryzo AI Search & Visual Search 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 Ryzo AI Search & Visual Search" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
