Side-by-side comparison · 24 data points
Increase sales with AI Search, advanced filters, and smarter product discovery
| Boost AI Search & Filter | VFitz‑ The Vehicle Product Fit | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Easily create multi-level filters for quick search and compatibility checks, reducing return rates.
| Metric | Boost AI Search & Filter | VFitz‑ The Vehicle Product Fit |
|---|---|---|
| Rating | 4.7 ★ | ★ 4.9 ★ |
| Total reviews | ★ 1.6k | 29 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free trial available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 3 tiers | ★ 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Jan 2017 | Jan 2021 |
VFitz‑ The Vehicle Product Fit edges out Boost AI Search & Filter on rating (4.9★ 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: Boost AI Search & Filter at Free plan available, VFitz‑ The Vehicle Product Fit 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 (apps, orders, integrations) varies. Boost AI Search & Filter has the larger user base (1,589 reviews vs 29), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. VFitz‑ The Vehicle Product Fit's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended by store size: small/early-stage merchants who need fast install and low risk should default to VFitz‑ The Vehicle Product Fit; mid-market and enterprise merchants with specific feature requirements should evaluate both — Boost AI Search & Filter's 1,589-review base may include the workflow context that matches your specific use case better than VFitz‑ The Vehicle Product Fit'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: Boost AI Search & Filter audit • VFitz‑ The Vehicle Product Fit audit
| Keyword | Boost AI Search & Filter | VFitz‑ The Vehicle Product Fit |
|---|---|---|
| filter search | #17 | #14 |
No tracked changes.
Both Boost AI Search & Filter and VFitz‑ The Vehicle Product Fit offer paid plans only. Boost AI Search & Filter starts at Free plan available; VFitz‑ The Vehicle Product Fit starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.
VFitz‑ The Vehicle Product Fit has the higher average rating (4.9★ from 29 reviews) compared to Boost AI Search & Filter (4.7★ from 1,589 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
It depends on what you're optimizing for. Boost AI Search & Filter fits better if you prioritize broader integrations; VFitz‑ The Vehicle Product Fit is the call if you need the higher-rated option. Read both apps' detail pages on AppRanks for the full feature breakdown, install counts, and recent listing changes.
Both apps are one-click installs from the Shopify App Store marketplace. Boost AI Search & Filter has more onboarding documentation maturity (1,589 reviews vs 29), which usually translates to better-tested setup wizards and quicker time-to-value. AppRanks doesn't measure setup time directly — read the recent reviews on each app's detail page for merchant-reported install experience.
Boost AI Search & Filter typically suits early-stage and growth-mode stores based on its review-base composition (1,589 reviews). VFitz‑ The Vehicle Product Fit aligns more with early-stage and growth-mode stores (29 reviews). Larger review bases generally mean the app has been load-tested at scale — relevant if you're processing high order volume or handling enterprise compliance requirements.
Migration support varies by app and category. Boost AI Search & Filter and VFitz‑ The Vehicle Product Fit 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 VFitz‑ The Vehicle Product Fit" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
