Side-by-side comparison · 24 data points
Create and manage Bills of Materials to automate inventory for bundles, kits & manufactured goods.
| Assemblified Bill of Materials | SC AI Order Taggers | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer |
Use AI auto tags, order taggers & QR codes generator to automate & personalize your order management
| Metric | Assemblified Bill of Materials | SC AI Order Taggers |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.9 ★ |
| Total reviews | 28 | ★ 219 |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free to install |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 3 tiers | ★ 4 tiers |
| Listed features | 5 | 5 |
| Languages | 5 supported | 18 supported |
| Listed since | Aug 2025 | Aug 2016 |
Assemblified Bill of Materials 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: Assemblified Bill of Materials at Free trial 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 28), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Assemblified Bill of Materials'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: Assemblified Bill of Materials audit • SC AI Order Taggers audit
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| Last updated | — | — |
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| Keyword | Assemblified Bill of Materials | SC AI Order Taggers |
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| conditional logic | #66 | #157 |
Both Assemblified Bill of Materials and SC AI Order Taggers offer paid plans only. Assemblified Bill of Materials starts at Free trial available; SC AI Order Taggers starts at Free to install. Compare the per-tier features in the Pricing section above before committing.
Assemblified Bill of Materials (5.0★, 28 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.
Assemblified Bill of Materials 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 28), 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.
Assemblified Bill of Materials typically suits early-stage and growth-mode teams based on its published review base (28 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. Assemblified Bill of Materials 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 Assemblified Bill of Materials" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
