Side-by-side comparison · 24 data points
Boost your revenue with AI-powered search - increased conversions and maximized average order value.
| Algolia AI Search & Discovery | Boost AI Search & Filter | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Increase sales with AI Search, advanced filters, and smarter product discovery
| Metric | Algolia AI Search & Discovery | Boost AI Search & Filter |
|---|---|---|
| Rating | 3.6 ★ | ★ 4.7 ★ |
| Total reviews | 45 | ★ 1.6k |
| Free plan | Yes | Yes |
| Pricing | Free to install | Free trial available |
| Built for Shopify | — | — |
| Pricing tiers | ★ 4 tiers | 3 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Oct 2016 | 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 Algolia AI Search & Discovery's 3.6★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: Algolia AI Search & Discovery at Free to install, 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 (1,590 reviews vs 45), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Algolia AI Search & Discovery'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 Boost AI Search & Filter; mid-market and enterprise merchants with specific feature requirements should evaluate both — Algolia AI Search & Discovery's 45-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: Algolia AI Search & Discovery audit • Boost AI Search & Filter audit
| Keyword | Algolia AI Search & Discovery | Boost AI Search & Filter |
|---|---|---|
| search discovery | #41 | #2 |
| discovery | #3 | #6 |
| ai search | #14 | #3 |
| search | #24 | #6 |
| instant search | #24 | #9 |
Both Algolia AI Search & Discovery and Boost AI Search & Filter offer paid plans only. Algolia AI Search & Discovery starts at Free to install; Boost AI Search & Filter starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.
Boost AI Search & Filter has the higher average rating (4.7★ from 1,590 reviews) compared to Algolia AI Search & Discovery (3.6★ from 45 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
It depends on what you're optimizing for. Algolia AI Search & Discovery fits better if you prioritize broader integrations; Boost AI Search & Filter 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. Boost AI Search & Filter has more onboarding documentation maturity (1,590 reviews vs 45), 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.
Algolia AI Search & Discovery typically suits early-stage and growth-mode stores based on its review-base composition (45 reviews). Boost AI Search & Filter aligns more with early-stage and growth-mode stores (1,590 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. Algolia AI Search & Discovery 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 Algolia AI Search & Discovery" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
