Side-by-side comparison · 24 data points
Boost sales with customizable product labels, badges, and AI-powered label generation.
| TA AI Product Labels & Badges | Visually A/B Testing & CRO | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
A/B Testing With AI. Personalize & A/B Test Price, Offer, Theme, Upsell. Scale CRO With AB Testing
| Metric | TA AI Product Labels & Badges | Visually A/B Testing & CRO |
|---|---|---|
| Rating | ★ 4.9 ★ | 4.8 ★ |
| Total reviews | ★ 1.4k | 144 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Featured placements | 1 | — |
| Languages | 14 supported | 1 supported |
| Listed since | Jun 2020 | Jun 2022 |
TA AI Product Labels & Badges edges out Visually A/B Testing & CRO on rating (4.9★ vs 4.8★), but the gap is small enough that pricing fit and feature differentiation should drive the decision more than the headline number.
Pricing entry tiers: TA AI Product Labels & Badges at Free plan available, Visually A/B Testing & CRO 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.
TA AI Product Labels & Badges has the larger user base (1,404 reviews vs 144), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Visually A/B Testing & CRO'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 TA AI Product Labels & Badges; mid-market and enterprise merchants with specific feature requirements should evaluate both — Visually A/B Testing & CRO's 144-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: TA AI Product Labels & Badges audit • Visually A/B Testing & CRO audit
| Last updated | — | — |
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| Keyword | TA AI Product Labels & Badges | Visually A/B Testing & CRO |
|---|---|---|
| ai product labels | #2 | Not ranked |
| labels badges | #3 | Not ranked |
| ai product | #3 | Not ranked |
| testing | Not ranked | #5 |
| test | Not ranked | #6 |
Not featured in any section recently.
Both TA AI Product Labels & Badges and Visually A/B Testing & CRO offer paid plans only. TA AI Product Labels & Badges starts at Free plan available; Visually A/B Testing & CRO starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
TA AI Product Labels & Badges has the higher average rating (4.9★ from 1,404 reviews) compared to Visually A/B Testing & CRO (4.8★ from 144 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
TA AI Product Labels & Badges holds the higher average rating (4.9★ vs 4.8★). 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. TA AI Product Labels & Badges has the deeper published review base (1,404 vs 144), 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.
TA AI Product Labels & Badges typically suits early-stage and growth-mode teams based on its published review base (1,404 reviews). Visually A/B Testing & CRO typically suits early-stage and growth-mode teams based on its published review base (144 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. TA AI Product Labels & Badges and Visually A/B Testing & CRO 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 Visually A/B Testing & CRO" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
