Side-by-side comparison · 24 data points
Boost your sales with AI search, custom product filters, and dynamic product merchandising tools.
| AI Search & Product Filter |SB | PH Breadcrumbs | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Add JSON+LD Schema & breadcrumbs based on menu structure. Add breadcrumb hierarchy on product pages.
| Metric | AI Search & Product Filter |SB | PH Breadcrumbs |
|---|---|---|
| Rating | 4.7 ★ | ★ 5.0 ★ |
| Total reviews | ★ 440 | 18 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free trial available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | ★ 4 tiers | 1 tier |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Jan 2020 | Mar 2023 |
PH Breadcrumbs edges out AI Search & Product Filter |SB on rating (5.0★ vs 4.7★), but the gap is small enough that pricing fit and feature differentiation should drive the decision more than the headline number.
Pricing entry tiers: AI Search & Product Filter |SB at Free plan available, PH Breadcrumbs 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.
AI Search & Product Filter |SB has the larger user base (440 reviews vs 18), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. PH Breadcrumbs's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat.
Recommended by size: small/early-stage merchants who need fast install and low risk should default to PH Breadcrumbs; mid-market and enterprise merchants with specific feature requirements should evaluate both — AI Search & Product Filter |SB's 440-review base may include the workflow context that matches your specific use case better than PH Breadcrumbs'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: AI Search & Product Filter |SB audit • PH Breadcrumbs audit
| Keyword | AI Search & Product Filter |SB | PH Breadcrumbs |
|---|---|---|
| ai search | #7 | Not ranked |
| product filter search | #13 | Not ranked |
| search | #14 | Not ranked |
| seo breadcrumbs navigation | Not ranked | #20 |
| navigation | Not ranked | #22 |
No tracked changes.
Both AI Search & Product Filter |SB and PH Breadcrumbs offer paid plans only. AI Search & Product Filter |SB starts at Free plan available; PH Breadcrumbs starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.
PH Breadcrumbs has the higher average rating (5.0★ from 18 reviews) compared to AI Search & Product Filter |SB (4.7★ from 440 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
PH Breadcrumbs holds the higher average rating (5.0★ vs 4.7★). 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. AI Search & Product Filter |SB has the deeper published review base (440 vs 18), 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.
AI Search & Product Filter |SB typically suits early-stage and growth-mode teams based on its published review base (440 reviews). PH Breadcrumbs typically suits early-stage and growth-mode teams based on its published review base (18 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. AI Search & Product Filter |SB and PH Breadcrumbs 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 PH Breadcrumbs" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
