Side-by-side comparison · 24 data points
AI Powered Metafield Generator, Product Category Classification also fill product data in Metafields
| Auto Category Metafield by AI | Judge.me Product Reviews App | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
Sell more with unlimited product reviews, UGC, star ratings, and testimonials
| Metric | Auto Category Metafield by AI | Judge.me Product Reviews App |
|---|---|---|
| Rating | 5.0 ★ | 5.0 ★ |
| Total reviews | 3 | ★ 41k |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | ★ 3 tiers | 2 tiers |
| Listed features | 5 | 5 |
| Featured placements | — | 8 |
| Review velocity (30d) | — | 1467 new |
| Languages | 1 supported | 6 supported |
| Listed since | Sep 2025 | Jun 2015 |
Auto Category Metafield by AI and Judge.me Product Reviews App are evenly matched on rating (5.0★ vs 5.0★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow. Pricing entry tiers: Auto Category Metafield by AI at Free plan available, Judge.me Product Reviews App 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. Judge.me Product Reviews App has the larger user base (41,455 reviews vs 3), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Auto Category Metafield by AI'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 of orders 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: Auto Category Metafield by AI audit • Judge.me Product Reviews App audit
| Last updated | — | — |
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| Keyword | Auto Category Metafield by AI | Judge.me Product Reviews App |
|---|---|---|
| ai chatbot app | #97 | #14 |
Not featured in any section recently.
| Signal | Auto Category Metafield by AI | Judge.me Product Reviews App |
|---|---|---|
| Average rating | 5.0 ★ (3) | 5.0 ★ (41k) |
| Rating distribution | 5— 4— 3— 2— 1— | 597% 42% 30% 20% 11% |
| Reviews · last 7 days | — | +359 |
| Reviews · last 30 days | — | +1.5k |
| Reviews · last 90 days | — | +3.5k |
No reviews yet.
Both Auto Category Metafield by AI and Judge.me Product Reviews App offer paid plans only. Auto Category Metafield by AI starts at Free plan available; Judge.me Product Reviews App starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Auto Category Metafield by AI (5.0★, 3 reviews) and Judge.me Product Reviews App (5.0★, 41,455 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
It depends on what you're optimizing for. Auto Category Metafield by AI fits better if you prioritize broader integrations; Judge.me Product Reviews App is the call if you need the larger user base. 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. Judge.me Product Reviews App has more onboarding documentation maturity (41,455 reviews vs 3), 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.
Fantastic support. App is straightforward to use, flexible and you can tell that they're very well-versed with Shopify. Ron in particular helped guide us through a project we had.
If the customer replies and verify the email it will be awesome. thank you for you help! :)
Persona muy atenta, dedicó tiempo a solucionar mi problema
very helpful and resolved my question efficiently.
Excellent support
Auto Category Metafield by AI typically suits early-stage and growth-mode stores based on its review-base composition (3 reviews). Judge.me Product Reviews App aligns more with established stores with steady traffic (41,455 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. Auto Category Metafield by AI and Judge.me Product Reviews App 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 Auto Category Metafield by AI" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
