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 | WBL ‑ AI ChatBot Pro | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Chatbot AI engages customers, shares product & order info instantly, and boosts your sales.”
| Metric | Prefixbox AI Search & Filter | WBL ‑ AI ChatBot Pro |
|---|---|---|
| Rating | 5.0 ★ | — |
| Total reviews | 59 | 0 |
| Free plan | ★ Yes | — |
| Pricing | ★ Free plan available | $5/month |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | ★ 4 tiers | 1 tier |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Dec 2023 | Sep 2025 |
Based on the data on this page, Prefixbox AI Search & Filter is the stronger choice for most Shopify App Store merchants — 5.0★ vs WBL ‑ AI ChatBot Pro's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
On pricing, Prefixbox AI Search & Filter offers a free tier (Free plan available) while WBL ‑ AI ChatBot Pro starts at $5/month. For early-stage teams validating fit, the free-tier path lets you run the app on real workloads before committing budget.
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 — WBL ‑ AI ChatBot Pro's 0-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 • WBL ‑ AI ChatBot Pro audit
| Keyword | Prefixbox AI Search & Filter | WBL ‑ AI ChatBot Pro |
|---|---|---|
| chatbot ai | #239 | #79 |
No tracked changes.
Prefixbox AI Search & Filter is the cheaper option — it offers a free plan (Free plan available). WBL ‑ AI ChatBot Pro starts at $5/month. Both publish their pricing on the Shopify App Store; AppRanks mirrors what's listed on each refresh cycle.
Prefixbox AI Search & Filter holds the higher average rating (5.0★ vs 0.0★). 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 0), 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). WBL ‑ AI ChatBot Pro typically suits early-stage and growth-mode teams based on its published review base (0 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 WBL ‑ AI ChatBot Pro 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 WBL ‑ AI ChatBot Pro" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
