Side-by-side comparison · 24 data points
AI product labels, product badges & trust badges that boost clicks, trust, and sales.
| Sami AI Product Labels & Badge | CBB Video Background | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer |
Embed TikTok, YouTube, & Vimeo videos anywhere in your store. One click-installation. No code.
| Metric | Sami AI Product Labels & Badge | CBB Video Background |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.7 ★ |
| Total reviews | ★ 1.2k | 83 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free trial available |
| Built for Shopify | Yes | Yes |
| Pricing tiers | ★ 3 tiers | 1 tier |
| Listed features | 5 | 5 |
| Featured placements | 1 | — |
| Languages | 18 supported | 10 supported |
| Listed since | Aug 2022 | Oct 2015 |
Sami AI Product Labels & Badge edges out CBB Video Background 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: Sami AI Product Labels & Badge at Free plan available, CBB Video Background at Free trial 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 (1,234 reviews vs 83), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. CBB Video Background'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 — CBB Video Background's 83-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: Sami AI Product Labels & Badge audit • CBB Video Background audit
| Listed |
|---|
| Last updated | — | — |
|---|
| Keyword | Sami AI Product Labels & Badge | CBB Video Background |
|---|---|---|
| background | #14 | #173 |
Not featured in any section recently.
Both Sami AI Product Labels & Badge and CBB Video Background offer paid plans only. Sami AI Product Labels & Badge starts at Free plan available; CBB Video Background starts at Free trial 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 1,234 reviews) compared to CBB Video Background (4.7★ from 83 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 4.7★). 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. Sami AI Product Labels & Badge has the deeper published review base (1,234 vs 83), 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.
Sami AI Product Labels & Badge typically suits early-stage and growth-mode teams based on its published review base (1,234 reviews). CBB Video Background typically suits early-stage and growth-mode teams based on its published review base (83 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. Sami AI Product Labels & Badge and CBB Video Background 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 CBB Video Background" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
