Side-by-side comparison · 24 data points
AI product labels, product badges & trust badges that boost clicks, trust, and sales.
| Pretty Product Features | Sami AI Product Labels & Badge | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
Highlight features and guarantees w icons on product pages. Add to specific products or collections.
| Metric | Pretty Product Features | Sami AI Product Labels & Badge |
|---|---|---|
| Rating | 4.6 ★ | ★ 5.0 ★ |
| Total reviews | 31 | ★ 1.2k |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 2 tiers | ★ 3 tiers |
| Listed features | 5 | 5 |
| Featured placements | — | 1 |
| Languages | 1 supported | 18 supported |
| Listed since | Aug 2020 | Aug 2022 |
Based on the data on this page, Sami AI Product Labels & Badge is the stronger choice for most Shopify App Store merchants — 5.0★ vs Pretty Product Features's 4.6★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: Pretty Product Features at Free trial available, Sami AI Product Labels & Badge 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.
Sami AI Product Labels & Badge has the larger user base (1,236 reviews vs 31), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Pretty Product Features'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 Sami AI Product Labels & Badge; mid-market and enterprise merchants with specific feature requirements should evaluate both — Pretty Product Features's 31-review base may include the workflow context that matches your specific use case better than Sami AI Product Labels & Badge'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: Pretty Product Features audit • Sami AI Product Labels & Badge audit
| Last updated | — | — |
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| Keyword | Pretty Product Features | Sami AI Product Labels & Badge |
|---|---|---|
| ai product labels | Not ranked | #1 |
| ai product | Not ranked | #2 |
| product labels | Not ranked | #3 |
| jewelry comparison features | #19 | Not ranked |
Not featured in any section recently.
Both Pretty Product Features and Sami AI Product Labels & Badge offer paid plans only. Pretty Product Features starts at Free trial available; Sami AI Product Labels & Badge starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Sami AI Product Labels & Badge has the higher average rating (5.0★ from 1,236 reviews) compared to Pretty Product Features (4.6★ from 31 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
Sami AI Product Labels & Badge holds the higher average rating (5.0★ vs 4.6★). 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. Sami AI Product Labels & Badge has the deeper published review base (1,236 vs 31), 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.
Pretty Product Features typically suits early-stage and growth-mode teams based on its published review base (31 reviews). Sami AI Product Labels & Badge typically suits early-stage and growth-mode teams based on its published review base (1,236 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. Pretty Product Features and Sami AI Product Labels & Badge 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 Pretty Product Features" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
