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1. Listing metadata
Field-level data| BadgeLab | TA AI Product Labels & Badges | |
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| Description | ||
| Screenshots | images | images |
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| Developer | ||
| Listed |
| BadgeLab | TA AI Product Labels & Badges | |
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| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
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| Developer | ||
| Listed |
Offer multiple types of labels & badges: discount badge, inventory badge, trust badge, sale label,..
| Metric | BadgeLab | TA AI Product Labels & Badges |
|---|---|---|
| Rating | — | 4.9 ★ |
| Total reviews | 0 | 1.4k |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 1 tier | ★ 4 tiers |
| Listed features | 5 | 5 |
| Featured placements | — | 1 |
| Languages | 1 supported | 14 supported |
| Listed since | Jan 2026 | Jun 2020 |
Based on the data on this page, TA AI Product Labels & Badges is the stronger choice for most Shopify App Store merchants — 4.9★ vs BadgeLab's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: BadgeLab at Free plan available, TA AI Product Labels & Badges 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 (apps, orders, integrations) varies. TA AI Product Labels & Badges has the larger user base (1,360 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. BadgeLab's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended by store size: small/early-stage merchants who need fast install and low risk should default to TA AI Product Labels & Badges; mid-market and enterprise merchants with specific feature requirements should evaluate both — BadgeLab's 0-review base may include the workflow context that matches your specific use case better than TA AI Product Labels & Badges'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: BadgeLab audit • TA AI Product Labels & Badges audit
| Last updated | — | — |
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| Keyword | BadgeLab | TA AI Product Labels & Badges |
|---|---|---|
| ai product labels | Not ranked | #2 |
| labels badges | Not ranked | #3 |
| product labels | Not ranked | #4 |
Not featured in any section recently.
No tracked changes.
Both BadgeLab and TA AI Product Labels & Badges offer paid plans only. BadgeLab starts at Free plan available; TA AI Product Labels & Badges starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
It depends on what you're optimizing for. BadgeLab fits better if you prioritize broader integrations; TA AI Product Labels & Badges is the call if you need the higher-rated option. Read both apps' detail pages on AppRanks for the full feature breakdown, install counts, and recent listing changes.
Both apps are one-click installs from the Shopify App Store marketplace. TA AI Product Labels & Badges has more onboarding documentation maturity (1,360 reviews vs 0), which usually translates to better-tested setup wizards and quicker time-to-value. AppRanks doesn't measure setup time directly — read the recent reviews on each app's detail page for merchant-reported install experience.
BadgeLab typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). TA AI Product Labels & Badges aligns more with early-stage and growth-mode stores (1,360 reviews). Larger review bases generally mean the app has been load-tested at scale — relevant if you're processing high order volume or handling enterprise compliance requirements.
Migration support varies by app and category. BadgeLab and TA AI Product Labels & Badges 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 BadgeLab" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
