Side-by-side comparison · 24 data points
Increase CVR by helping customers decide faster with our upsell/cross-sell product recommendations
| Reco ‑ Product Recommendations | Smart Size Chart & Fit Finder | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
Create AI-powered size charts, size guides and “Find my size” quizzes in minutes
| Metric | Reco ‑ Product Recommendations | Smart Size Chart & Fit Finder |
|---|---|---|
| Rating | — | 4.9 ★ |
| Total reviews | 0 | 130 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 1 tier | ★ 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 10 supported |
| Listed since | Apr 2026 | Jan 2022 |
Based on the data on this page, Smart Size Chart & Fit Finder is the stronger choice for most Shopify App Store merchants — 4.9★ vs Reco ‑ Product Recommendations's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: Reco ‑ Product Recommendations at Free plan available, Smart Size Chart & Fit Finder 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. Smart Size Chart & Fit Finder has the larger user base (130 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Reco ‑ Product Recommendations'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 Smart Size Chart & Fit Finder; mid-market and enterprise merchants with specific feature requirements should evaluate both — Reco ‑ Product Recommendations's 0-review base may include the workflow context that matches your specific use case better than Smart Size Chart & Fit Finder'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: Reco ‑ Product Recommendations audit • Smart Size Chart & Fit Finder audit
| Last updated | — | — |
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| Keyword | Reco ‑ Product Recommendations | Smart Size Chart & Fit Finder |
|---|---|---|
| recommendation quizzes | #85 | #116 |
| recommendation quiz | #94 | #127 |
Both Reco ‑ Product Recommendations and Smart Size Chart & Fit Finder offer paid plans only. Reco ‑ Product Recommendations starts at Free plan available; Smart Size Chart & Fit Finder starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
It depends on what you're optimizing for. Reco ‑ Product Recommendations fits better if you prioritize broader integrations; Smart Size Chart & Fit Finder 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. Smart Size Chart & Fit Finder has more onboarding documentation maturity (130 reviews vs 0), 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.
Reco ‑ Product Recommendations typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). Smart Size Chart & Fit Finder aligns more with early-stage and growth-mode stores (130 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. Reco ‑ Product Recommendations and Smart Size Chart & Fit Finder 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 Reco ‑ Product Recommendations" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
