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1. Listing metadata
Field-level data| Athos | Boost AI Search & Filter | |
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| Athos | Boost AI Search & Filter | |
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Increase sales with AI Search, advanced filters, and smarter product discovery
| Metric | Athos: Unified Discovery | Boost AI Search & Filter |
|---|---|---|
| Rating | ★ 4.8 ★ | 4.7 ★ |
| Total reviews | 20 | ★ 1.6k |
| Free plan | Yes | Yes |
| Pricing | Free to install | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | 1 tier | ★ 3 tiers |
| Listed features | 4 | ★ 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Apr 2014 | Jan 2017 |
Athos: Unified Discovery and Boost AI Search & Filter are evenly matched on rating (4.8★ vs 4.7★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow. Pricing entry tiers: Athos: Unified Discovery at Free to install, Boost AI Search & Filter 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 (1,589 reviews vs 20), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Athos: Unified Discovery's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended evaluation path: install both apps' free tiers (where available) and run them in parallel on a small cohort of orders for 7-14 days before committing. The data tables below show the per-feature breakdown — for most merchants the deciding factor will be a single integration or workflow detail that's hard to compare from listing pages alone. 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: Athos: Unified Discovery audit • Boost AI Search & Filter audit
| Keyword | Athos | Boost AI Search & Filter |
|---|---|---|
| discovery | #144 | #8 |
| yotpo | #17819 | #97 |
Both Athos: Unified Discovery and Boost AI Search & Filter offer paid plans only. Athos: Unified Discovery starts at Free to install; Boost AI Search & Filter starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Athos: Unified Discovery (4.8★, 20 reviews) and Boost AI Search & Filter (4.7★, 1,589 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
It depends on what you're optimizing for. Athos: Unified Discovery 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 (1,589 reviews vs 20), 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.
Athos: Unified Discovery typically suits early-stage and growth-mode stores based on its review-base composition (20 reviews). Boost AI Search & Filter aligns more with early-stage and growth-mode stores (1,589 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. Athos: Unified 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 Athos: Unified Discovery" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
