Side-by-side comparison · 24 data points
Agentic AI search with an AI shopping assistant that sells: shoppers ask, get guided, and buy.
| K AI Search Agentic Storefront | Advanced Predictive Search | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Help customers quickly and easily find what they are looking for.
| Metric | K AI Search Agentic Storefront | Advanced Predictive Search |
|---|---|---|
| Rating | 5.0 ★ | 5.0 ★ |
| Total reviews | ★ 16 | 3 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free trial available |
| Built for Shopify | ★ Yes | — |
| Pricing tiers | 1 tier | 1 tier |
| Listed features | ★ 5 | 3 |
| Languages | 1 supported | 1 supported |
| Listed since | Dec 2025 | Aug 2017 |
K AI Search Agentic Storefront and Advanced Predictive Search are evenly matched on rating (5.0★ 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: K AI Search Agentic Storefront at Free plan available, Advanced Predictive Search at Free trial 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: K AI Search Agentic Storefront audit • Advanced Predictive Search audit
| Keyword | K AI Search Agentic Storefront | Advanced Predictive Search |
|---|---|---|
| search discovery | #4 | Not ranked |
| ai search | #5 | Not ranked |
| instant search | #11 | Not ranked |
| repro probe 1782072982733 2 | Not ranked | #43 |
| repro probe 1782076938725 2 | Not ranked | #43 |
No tracked changes.
Both K AI Search Agentic Storefront and Advanced Predictive Search offer paid plans only. K AI Search Agentic Storefront starts at Free plan available; Advanced Predictive Search starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.
K AI Search Agentic Storefront (5.0★, 16 reviews) and Advanced Predictive Search (5.0★, 3 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
AppRanks cannot separate these two on rating — both sit at 5.0★. K AI Search Agentic Storefront does carry the larger published review base (16 vs 3). Read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. K AI Search Agentic Storefront has the deeper published review base (16 vs 3), 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.
K AI Search Agentic Storefront typically suits early-stage and growth-mode teams based on its published review base (16 reviews). Advanced Predictive Search typically suits early-stage and growth-mode teams based on its published review base (3 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. K AI Search Agentic Storefront and Advanced Predictive 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 Advanced Predictive Search" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
