Side-by-side comparison · 24 data points
Increase sales with AI Search, advanced filters, and smarter product discovery
| Boost AI Search & Filter | r2decide ‑ AI‑Powered Search | |
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| Description | ||
| Screenshots | images | images |
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| Last updated | — | — |
Supercharge your eCommerce store with Gen AI-powered search
| Metric | Boost AI Search & Filter | r2decide ‑ AI‑Powered Search |
|---|---|---|
| Rating | 4.7 ★ | ★ 5.0 ★ |
| Total reviews | ★ 1.6k | 4 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | 3 tiers | 3 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Jan 2017 | Feb 2025 |
r2decide ‑ AI‑Powered Search edges out Boost AI Search & Filter on rating (5.0★ vs 4.7★), but the gap is small enough that pricing fit and feature differentiation should drive the decision more than the headline number. Pricing entry tiers: Boost AI Search & Filter at Free plan available, r2decide ‑ AI‑Powered 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. Boost AI Search & Filter has the larger user base (1,590 reviews vs 4), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. r2decide ‑ AI‑Powered 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 r2decide ‑ AI‑Powered Search; mid-market and enterprise merchants with specific feature requirements should evaluate both — Boost AI Search & Filter's 1,590-review base may include the workflow context that matches your specific use case better than r2decide ‑ AI‑Powered 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: Boost AI Search & Filter audit • r2decide ‑ AI‑Powered Search audit
| Keyword | Boost AI Search & Filter | r2decide ‑ AI‑Powered Search |
|---|---|---|
| search discovery | #2 | Not ranked |
| ai search | #3 | Not ranked |
| search bar | #5 | Not ranked |
No tracked changes.
Both Boost AI Search & Filter and r2decide ‑ AI‑Powered Search offer paid plans only. Boost AI Search & Filter starts at Free plan available; r2decide ‑ AI‑Powered Search starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
r2decide ‑ AI‑Powered Search has the higher average rating (5.0★ from 4 reviews) compared to Boost AI Search & Filter (4.7★ from 1,590 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
It depends on what you're optimizing for. Boost AI Search & Filter fits better if you prioritize broader integrations; r2decide ‑ AI‑Powered 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. Boost AI Search & Filter has more onboarding documentation maturity (1,590 reviews vs 4), 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.
Boost AI Search & Filter typically suits early-stage and growth-mode stores based on its review-base composition (1,590 reviews). r2decide ‑ AI‑Powered Search aligns more with early-stage and growth-mode stores (4 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. Boost AI Search & Filter and r2decide ‑ AI‑Powered 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 r2decide ‑ AI‑Powered Search" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
