Side-by-side comparison · 24 data points
24/7 AI sales agent with live chat that recommends products, upsells and grows sales.
| Marvyn AI Chatbot & Live Chat | Prefixbox AI Search & Filter | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
AI search, AI chat, product filters & search bar to boost CR with smart product search & discovery
| Metric | Marvyn AI Chatbot & Live Chat | Prefixbox AI Search & Filter |
|---|---|---|
| Rating | 4.9 ★ | ★ 5.0 ★ |
| Total reviews | 15 | ★ 59 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | Yes | Yes |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Oct 2025 | Dec 2023 |
Marvyn AI Chatbot & Live Chat and Prefixbox AI Search & Filter are evenly matched on rating (4.9★ vs 5.0★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow.
Pricing entry tiers: Marvyn AI Chatbot & Live Chat at Free plan available, Prefixbox 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 (seats, usage volume, integrations) varies.
Recommended evaluation path: install both apps' free tiers (where available) and run them in parallel on a small cohort 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: Marvyn AI Chatbot & Live Chat audit • Prefixbox AI Search & Filter audit
| Keyword | Marvyn AI Chatbot & Live Chat | Prefixbox AI Search & Filter |
|---|---|---|
| ai chat | #57 | #23 |
| chat | #75 | #78 |
| jotform ai | #162 | #58 |
| ai live chat | #46 | #239 |
| chatbot ai | #55 | #239 |
Both Marvyn AI Chatbot & Live Chat and Prefixbox AI Search & Filter offer paid plans only. Marvyn AI Chatbot & Live Chat starts at Free plan available; Prefixbox AI Search & Filter starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Marvyn AI Chatbot & Live Chat (4.9★, 15 reviews) and Prefixbox AI Search & Filter (5.0★, 59 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
Prefixbox AI Search & Filter holds the higher average rating (5.0★ vs 4.9★). 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 15), 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.
Marvyn AI Chatbot & Live Chat typically suits early-stage and growth-mode teams based on its published review base (15 reviews). Prefixbox AI Search & Filter typically suits early-stage and growth-mode teams based on its published review base (59 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. Marvyn AI Chatbot & Live Chat and Prefixbox 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 Marvyn AI Chatbot & Live Chat" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
