Side-by-side comparison · 24 data points
Make your store pop! Add fun, rounded icons and menus with clicks, visits, and views tracked
| Search & Product Discovery ‑AI | Make it Bubble | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
AI-powered search and filters for smarter product discovery that helps turn searches into sales
| Metric | Search & Product Discovery ‑AI | Make it Bubble |
|---|---|---|
| Rating | 5.0 ★ | — |
| Total reviews | 17 | 0 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free to install |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | 3 tiers | ★ 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 19 supported |
| Listed since | Jan 2020 | May 2024 |
Based on the data on this page, Search & Product Discovery ‑AI is the stronger choice for most Shopify App Store merchants — 5.0★ vs Make it Bubble's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: Search & Product Discovery ‑AI at Free plan available, Make it Bubble 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.
Recommended by size: small/early-stage merchants who need fast install and low risk should default to Search & Product Discovery ‑AI; mid-market and enterprise merchants with specific feature requirements should evaluate both — Make it Bubble's 0-review base may include the workflow context that matches your specific use case better than Search & Product Discovery ‑AI'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: Search & Product Discovery ‑AI audit • Make it Bubble audit
| Last updated | — | — |
|---|
| Keyword | Search & Product Discovery ‑AI | Make it Bubble |
|---|---|---|
| discovery | #3 | Not ranked |
| product discovery | #4 | Not ranked |
| mega menu | #21 | Not ranked |
| quiz maker | Not ranked | #137 |
| chat support | Not ranked | #166 |
Both Search & Product Discovery ‑AI and Make it Bubble offer paid plans only. Search & Product Discovery ‑AI starts at Free plan available; Make it Bubble starts at Free to install. Compare the per-tier features in the Pricing section above before committing.
AppRanks cannot separate these two on rating, because neither publishes one. Search & Product Discovery ‑AI does carry the larger published review base (17 vs 0). Read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. Search & Product Discovery ‑AI has the deeper published review base (17 vs 0), 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.
Search & Product Discovery ‑AI typically suits early-stage and growth-mode teams based on its published review base (17 reviews). Make it Bubble typically suits early-stage and growth-mode teams based on its published review base (0 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. Search & Product Discovery ‑AI and Make it Bubble 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 Make it Bubble" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
