Side-by-side comparison · 24 data points
Fitment Tool: Enhance customer experience with vehicle-specific product compatibility.
| Instant Fit by Year/Make/Model | AI Search & Product Filter |SB | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
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| Developer | ||
| Listed |
Boost your sales with AI search, custom product filters, and dynamic product merchandising tools.
| Metric | Instant Fit by Year/Make/Model | AI Search & Product Filter |SB |
|---|---|---|
| Rating | 4.7 ★ | 4.7 ★ |
| Total reviews | 7 | ★ 441 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Languages | 5 supported | 1 supported |
| Listed since | Jul 2024 | Jan 2020 |
Instant Fit by Year/Make/Model and AI Search & Product Filter |SB are evenly matched on rating (4.7★ vs 4.7★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow. Pricing entry tiers: Instant Fit by Year/Make/Model at Free plan available, AI Search & Product Filter |SB at Free plan 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. AI Search & Product Filter |SB has the larger user base (441 reviews vs 7), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Instant Fit by Year/Make/Model's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended evaluation path: install both apps' free tiers (where available) and run them in parallel on a small cohort of orders 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: Instant Fit by Year/Make/Model audit • AI Search & Product Filter |SB audit
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| Keyword | Instant Fit by Year/Make/Model | AI Search & Product Filter |SB |
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| year make model | #5 | Not ranked |
| ai search | Not ranked | #7 |
| product filter search | Not ranked | #12 |
| search | Not ranked | #13 |
| model | #17 | Not ranked |
Both Instant Fit by Year/Make/Model and AI Search & Product Filter |SB offer paid plans only. Instant Fit by Year/Make/Model starts at Free plan available; AI Search & Product Filter |SB starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Instant Fit by Year/Make/Model (4.7★, 7 reviews) and AI Search & Product Filter |SB (4.7★, 441 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
It depends on what you're optimizing for. Instant Fit by Year/Make/Model fits better if you prioritize broader integrations; AI Search & Product Filter |SB is the call if you need the larger user base. 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. AI Search & Product Filter |SB has more onboarding documentation maturity (441 reviews vs 7), 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.
Instant Fit by Year/Make/Model typically suits early-stage and growth-mode stores based on its review-base composition (7 reviews). AI Search & Product Filter |SB aligns more with early-stage and growth-mode stores (441 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. Instant Fit by Year/Make/Model and AI Search & Product Filter |SB 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 Instant Fit by Year/Make/Model" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
