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1. Listing metadata
Field-level data| Milly | Boost AI Search & Filter | |
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| Screenshots | images | images |
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| Last updated | — | — |
| Milly | Boost AI Search & Filter | |
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| Tagline | ||
| Description | ||
| Screenshots | images | images |
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Increase sales with AI Search, advanced filters, and smarter product discovery
| Metric | Milly: AI Search & Suggestions | Boost AI Search & Filter |
|---|---|---|
| Rating | — | 4.7 ★ |
| Total reviews | 0 | 1.6k |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free trial available |
| Built for Shopify | — | — |
| Pricing tiers | 2 tiers | ★ 3 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Aug 2026 | Jan 2017 |
Based on the data on this page, Boost AI Search & Filter is the stronger choice for most Shopify App Store merchants — 4.7★ vs Milly: AI Search & Suggestions's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: Milly: AI Search & Suggestions at Free trial available, Boost AI Search & Filter at Free trial 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.
Boost AI Search & Filter has the larger user base (1,630 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Milly: AI Search & Suggestions'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 Boost AI Search & Filter; mid-market and enterprise merchants with specific feature requirements should evaluate both — Milly: AI Search & Suggestions's 0-review base may include the workflow context that matches your specific use case better than Boost AI Search & Filter'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: Milly: AI Search & Suggestions audit • Boost AI Search & Filter audit
| Keyword | Milly | Boost AI Search & Filter |
|---|---|---|
| search discovery | Not ranked | #2 |
| search filter | Not ranked | #3 |
| ai search | Not ranked | #5 |
No tracked changes.
Both Milly: AI Search & Suggestions and Boost AI Search & Filter offer paid plans only. Milly: AI Search & Suggestions starts at Free trial available; Boost AI Search & Filter starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.
AppRanks cannot separate these two on rating, because neither publishes one. Boost AI Search & Filter does carry the larger published review base (1,630 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. Boost AI Search & Filter has the deeper published review base (1,630 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.
Milly: AI Search & Suggestions typically suits early-stage and growth-mode teams based on its published review base (0 reviews). Boost AI Search & Filter typically suits early-stage and growth-mode teams based on its published review base (1,630 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. Milly: AI Search & Suggestions and Boost AI Search & Filter 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 Milly: AI Search & Suggestions" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
