Side-by-side comparison · 24 data points
Intelligent Commerce Experience Platform helping brands increase online engagement and revenue
| Nosto | AI Search & Discovery | Ryzo AI Search & Visual Search | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer |
Find what shoppers mean with AI-powered search, visual search, and collection filters
| Metric | Nosto | AI Search & Discovery | Ryzo AI Search & Visual Search |
|---|---|---|
| Rating | 4.7 ★ | ★ 5.0 ★ |
| Total reviews | ★ 61 | 32 |
| Free plan | Yes | Yes |
| Pricing | Free to install | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 1 tier | ★ 4 tiers |
| Listed features | 5 | 5 |
| Languages | 3 supported | 10 supported |
| Listed since | Aug 2014 | Dec 2024 |
Ryzo AI Search & Visual Search edges out Nosto | AI Search & Discovery 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: Nosto | AI Search & Discovery at Free to install, Ryzo AI Search & Visual Search 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.
Recommended by 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 — Nosto | AI Search & Discovery's 61-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: Nosto | AI Search & Discovery audit • Ryzo AI Search & Visual Search audit
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| Last updated | — | — |
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| Keyword | Nosto | AI Search & Discovery | Ryzo AI Search & Visual Search |
|---|---|---|
| ai search | #206 | #31 |
| search | #24 | #11 |
| ai | #227 | #108 |
| ai helpdesk | #239 | #234 |
| ai helpdesk software | #236 | #237 |
Both Nosto | AI Search & Discovery and Ryzo AI Search & Visual Search offer paid plans only. Nosto | AI Search & Discovery starts at Free to install; Ryzo AI Search & Visual Search 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 32 reviews) compared to Nosto | AI Search & Discovery (4.7★ from 61 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
Ryzo AI Search & Visual Search holds the higher average rating (5.0★ vs 4.7★). 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. Nosto | AI Search & Discovery has the deeper published review base (61 vs 32), 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.
Nosto | AI Search & Discovery typically suits early-stage and growth-mode teams based on its published review base (61 reviews). Ryzo AI Search & Visual Search typically suits early-stage and growth-mode teams based on its published review base (32 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. Nosto | AI Search & Discovery and Ryzo AI Search & Visual Search 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.
