1. Listing metadata
Field-level data| GA | Smart Product Filter & Search | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated |
| GA | Smart Product Filter & Search | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated |
Help shoppers find what they mean with AI-powered search, smart filters, and instant results
| Metric | GA: Mobile Menu Tab | Smart Product Filter & Search |
|---|---|---|
| Rating | — | 4.9 ★ |
| Total reviews | 0 | 2.2k |
| Free plan | Yes | Yes |
| Pricing | Free | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | — | 4 tiers |
| Listed features | 4 | ★ 5 |
| Languages | 3 supported | 1 supported |
| Listed since | Mar 2026 | Mar 2018 |
Based on the data on this page, Smart Product Filter & Search is the stronger choice for most Shopify App Store merchants — 4.9★ vs GA: Mobile Menu Tab's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: GA: Mobile Menu Tab at Free, Smart Product Filter & Search 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. Smart Product Filter & Search has the larger user base (2,160 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. GA: Mobile Menu Tab'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 Smart Product Filter & Search; mid-market and enterprise merchants with specific feature requirements should evaluate both — GA: Mobile Menu Tab's 0-review base may include the workflow context that matches your specific use case better than Smart Product Filter & Search'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: GA: Mobile Menu Tab audit • Smart Product Filter & Search audit
| — |
| Keyword | GA | Smart Product Filter & Search |
|---|---|---|
| product feedback | Not ranked | #103 |
| ai | Not ranked | #159 |
| import amazon products | Not ranked | #167 |
No tracked changes.
Both GA: Mobile Menu Tab and Smart Product Filter & Search offer paid plans only. GA: Mobile Menu Tab starts at Free; Smart Product Filter & Search 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. GA: Mobile Menu Tab fits better if you prioritize broader integrations; Smart Product Filter & Search 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. Smart Product Filter & Search has more onboarding documentation maturity (2,160 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.
GA: Mobile Menu Tab typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). Smart Product Filter & Search aligns more with early-stage and growth-mode stores (2,160 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. GA: Mobile Menu Tab and Smart Product Filter & Search 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 GA: Mobile Menu Tab" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
