Side-by-side comparison · 24 data points
AI search, AI chat, product filters & search bar to boost CR with smart product search & discovery
| Prefixbox AI Search & Filter | HeloRobo | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
| Metric | Prefixbox AI Search & Filter | HeloRobo : WhatsApp & LiveChat |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.3 ★ |
| Total reviews | ★ 59 | 5 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Dec 2023 | Mar 2023 |
Based on the data on this page, Prefixbox AI Search & Filter is the stronger choice for most Shopify App Store merchants — 5.0★ vs HeloRobo : WhatsApp & LiveChat's 4.3★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: Prefixbox AI Search & Filter at Free plan available, HeloRobo : WhatsApp & LiveChat 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 (seats, usage volume, integrations) varies.
Recommended by size: small/early-stage merchants who need fast install and low risk should default to Prefixbox AI Search & Filter; mid-market and enterprise merchants with specific feature requirements should evaluate both — HeloRobo : WhatsApp & LiveChat's 5-review base may include the workflow context that matches your specific use case better than Prefixbox 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: Prefixbox AI Search & Filter audit • HeloRobo : WhatsApp & LiveChat audit
| Keyword | Prefixbox AI Search & Filter | HeloRobo |
|---|---|---|
| ai chat | #16 | #240 |
| chat | #43 | #240 |
| whatsapp ai agent | #240 | #221 |
Both Prefixbox AI Search & Filter and HeloRobo : WhatsApp & LiveChat offer paid plans only. Prefixbox AI Search & Filter starts at Free plan available; HeloRobo : WhatsApp & LiveChat starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Prefixbox AI Search & Filter has the higher average rating (5.0★ from 59 reviews) compared to HeloRobo : WhatsApp & LiveChat (4.3★ from 5 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
Prefixbox AI Search & Filter holds the higher average rating (5.0★ vs 4.3★). That is the one dimension AppRanks can separate them on here — read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. Prefixbox AI Search & Filter has the deeper published review base (59 vs 5), 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.
Prefixbox AI Search & Filter typically suits early-stage and growth-mode teams based on its published review base (59 reviews). HeloRobo : WhatsApp & LiveChat typically suits early-stage and growth-mode teams based on its published review base (5 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. Prefixbox AI Search & Filter and HeloRobo : WhatsApp & LiveChat 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 HeloRobo : WhatsApp & LiveChat" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
