Side-by-side comparison · 24 data points
Year Make Model filter, vehicle parts finder & AI fitment search for auto parts stores.
| AutoFit AI ‑ Year Make Model | DOOFINDER ‑ Search & Discovery | |
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| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
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| Last updated | — | — |
Revolutionize Product Search and Discovery with Doofinder.
| Metric | AutoFit AI ‑ Year Make Model | DOOFINDER ‑ Search & Discovery |
|---|---|---|
| Rating | 4.3 ★ | ★ 4.7 ★ |
| Total reviews | 5 | ★ 746 |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free to install |
| Built for Shopify | — | — |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Oct 2025 | Jul 2015 |
Based on the data on this page, DOOFINDER ‑ Search & Discovery is the stronger choice for most Shopify App Store merchants — 4.7★ vs AutoFit AI ‑ Year Make Model's 4.3★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: AutoFit AI ‑ Year Make Model at Free trial available, DOOFINDER ‑ Search & Discovery at Free to install. 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. DOOFINDER ‑ Search & Discovery has the larger user base (746 reviews vs 5), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. AutoFit AI ‑ Year Make Model'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 DOOFINDER ‑ Search & Discovery; mid-market and enterprise merchants with specific feature requirements should evaluate both — AutoFit AI ‑ Year Make Model's 5-review base may include the workflow context that matches your specific use case better than DOOFINDER ‑ Search & Discovery'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: AutoFit AI ‑ Year Make Model audit • DOOFINDER ‑ Search & Discovery audit
| Keyword | AutoFit AI ‑ Year Make Model | DOOFINDER ‑ Search & Discovery |
|---|---|---|
| ai assistant | #186 | #106 |
| help desk | #194 | #176 |
Both AutoFit AI ‑ Year Make Model and DOOFINDER ‑ Search & Discovery offer paid plans only. AutoFit AI ‑ Year Make Model starts at Free trial available; DOOFINDER ‑ Search & Discovery starts at Free to install. Compare the per-tier features in the Pricing section above before committing.
DOOFINDER ‑ Search & Discovery has the higher average rating (4.7★ from 746 reviews) compared to AutoFit AI ‑ Year Make Model (4.3★ from 5 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
It depends on what you're optimizing for. AutoFit AI ‑ Year Make Model fits better if you prioritize broader integrations; DOOFINDER ‑ Search & Discovery 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. DOOFINDER ‑ Search & Discovery has more onboarding documentation maturity (746 reviews vs 5), 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.
AutoFit AI ‑ Year Make Model typically suits early-stage and growth-mode stores based on its review-base composition (5 reviews). DOOFINDER ‑ Search & Discovery aligns more with early-stage and growth-mode stores (746 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. AutoFit AI ‑ Year Make Model and DOOFINDER ‑ Search & Discovery 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 AutoFit AI ‑ 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.
