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1. Listing metadata
Field-level data| M | Boost AI Search & Filter | |
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| M | 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 | M:AI User‑Friendly Site Search | Boost AI Search & Filter |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.6 ★ |
| Total reviews | 3 | ★ 1.6k |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free trial available |
| Built for Shopify | — | — |
| Pricing tiers | ★ 4 tiers | 3 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Dec 2024 | Jan 2017 |
Based on the data on this page, M:AI User‑Friendly Site Search is the stronger choice for most Shopify App Store merchants — 5.0★ vs Boost AI Search & Filter's 4.6★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: M:AI User‑Friendly Site Search at Free plan 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 (apps, orders, integrations) varies. Boost AI Search & Filter has the larger user base (1,578 reviews vs 3), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. M:AI User‑Friendly Site Search'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 M:AI User‑Friendly Site Search; mid-market and enterprise merchants with specific feature requirements should evaluate both — Boost AI Search & Filter's 1,578-review base may include the workflow context that matches your specific use case better than M:AI User‑Friendly Site 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: M:AI User‑Friendly Site Search audit • Boost AI Search & Filter audit
| Keyword | M | Boost AI Search & Filter |
|---|---|---|
| ai helpdesk | Not ranked | #89 |
| ai helpdesk software | Not ranked | #93 |
| yotpo | Not ranked | #103 |
| help desk | #166 | Not ranked |
| help desk solutions | #236 | Not ranked |
No tracked changes.
Both M:AI User‑Friendly Site Search and Boost AI Search & Filter offer paid plans only. M:AI User‑Friendly Site Search starts at Free plan available; Boost AI Search & Filter starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.
M:AI User‑Friendly Site Search has the higher average rating (5.0★ from 3 reviews) compared to Boost AI Search & Filter (4.6★ from 1,578 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
It depends on what you're optimizing for. M:AI User‑Friendly Site Search fits better if you prioritize rating consistency; Boost AI Search & Filter 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. Boost AI Search & Filter has more onboarding documentation maturity (1,578 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.
M:AI User‑Friendly Site Search typically suits early-stage and growth-mode stores based on its review-base composition (3 reviews). Boost AI Search & Filter aligns more with early-stage and growth-mode stores (1,578 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. M:AI User‑Friendly Site Search 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 M:AI User‑Friendly Site Search" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
