PH Breadcrumbs vs Boost AI Search & Filter

PH Breadcrumbs edges out Boost AI Search & Filter 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: PH Breadcrumbs at Free trial available, Boost AI Search & Filter 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.

Boost AI Search & Filter has the larger user base (1,631 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 — Boost AI Search & Filter's 1,631-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.

Is PH Breadcrumbs or Boost AI Search & Filter cheaper?

Both PH Breadcrumbs and Boost AI Search & Filter offer paid plans only. PH Breadcrumbs starts at Free trial available; Boost AI Search & Filter starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.

Which has better reviews, PH Breadcrumbs or Boost AI Search & Filter?

PH Breadcrumbs has the higher average rating (5.0★ from 18 reviews) compared to Boost AI Search & Filter (4.7★ from 1,631 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.

Should I choose PH Breadcrumbs or Boost AI Search & Filter?

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.

Which is faster to set up, PH Breadcrumbs or Boost AI Search & Filter?

Both apps are one-click installs from the Shopify App Store. Boost AI Search & Filter has the deeper published review base (1,631 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.

Which works better for small vs large Shopify App Store merchants?

PH Breadcrumbs typically suits early-stage and growth-mode teams based on its published review base (18 reviews). Boost AI Search & Filter typically suits early-stage and growth-mode teams based on its published review base (1,631 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.

Can I migrate data between PH Breadcrumbs and Boost AI Search & Filter?

Migration support varies by app and category. PH Breadcrumbs and Boost 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 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.