Side-by-side comparison · 24 data points
Add dynamic cart attributes & line properties with single or multiple condition without code.
| AttributePro Cart & Line Props | SC AI Order Taggers | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
Use AI auto tags, order taggers & QR codes generator to automate & personalize your order management
| Metric | AttributePro Cart & Line Props | SC AI Order Taggers |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.9 ★ |
| Total reviews | 9 | ★ 219 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free to install |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 18 supported |
| Listed since | Apr 2024 | Aug 2016 |
AttributePro Cart & Line Props and SC AI Order Taggers are evenly matched on rating (5.0★ vs 4.9★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow.
Pricing entry tiers: AttributePro Cart & Line Props at Free plan available, SC AI Order Taggers at Free to install. 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.
SC AI Order Taggers has the larger user base (219 reviews vs 9), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. AttributePro Cart & Line Props's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat.
Recommended evaluation path: install both apps' free tiers (where available) and run them in parallel on a small cohort for 7-14 days before committing. The data tables below show the per-feature breakdown — for most merchants the deciding factor will be a single integration or workflow detail that's hard to compare from listing pages alone.
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: AttributePro Cart & Line Props audit • SC AI Order Taggers audit
| Last updated | — | — |
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| Keyword | AttributePro Cart & Line Props | SC AI Order Taggers |
|---|---|---|
| conditional logic | #240 | #197 |
No tracked changes.
Both AttributePro Cart & Line Props and SC AI Order Taggers offer paid plans only. AttributePro Cart & Line Props starts at Free plan available; SC AI Order Taggers starts at Free to install. Compare the per-tier features in the Pricing section above before committing.
AttributePro Cart & Line Props (5.0★, 9 reviews) and SC AI Order Taggers (4.9★, 219 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
AttributePro Cart & Line Props holds the higher average rating (5.0★ vs 4.9★). 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. SC AI Order Taggers has the deeper published review base (219 vs 9), 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.
AttributePro Cart & Line Props typically suits early-stage and growth-mode teams based on its published review base (9 reviews). SC AI Order Taggers typically suits early-stage and growth-mode teams based on its published review base (219 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. AttributePro Cart & Line Props and SC AI Order Taggers 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 AttributePro Cart & Line Props" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
