Side-by-side comparison · 24 data points
ETA Express: Simplifying local deliveries, connecting businesses with customers efficiently.
| ETA Express | Amazon MCF by ByteStand | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Global Amazon MCF Connector — advanced features with real human support
| Metric | ETA Express | Amazon MCF by ByteStand |
|---|---|---|
| Rating | — | 4.9 ★ |
| Total reviews | 0 | 353 |
| Free plan | Yes | Yes |
| Pricing | Free to install | Free trial available |
| Built for Shopify | — | — |
| Pricing tiers | 1 tier | ★ 3 tiers |
| Listed features | 3 | ★ 5 |
| Review velocity (30d) | — | 3 new |
| Languages | 1 supported | 1 supported |
| Listed since | Sep 2024 | Jun 2016 |
Based on the data on this page, Amazon MCF by ByteStand is the stronger choice for most Shopify App Store merchants — 4.9★ vs ETA Express's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: ETA Express at Free to install, Amazon MCF by ByteStand 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. Amazon MCF by ByteStand has the larger user base (353 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. ETA Express'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 Amazon MCF by ByteStand; mid-market and enterprise merchants with specific feature requirements should evaluate both — ETA Express's 0-review base may include the workflow context that matches your specific use case better than Amazon MCF by ByteStand'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: ETA Express audit • Amazon MCF by ByteStand audit
| Keyword | ETA Express | Amazon MCF by ByteStand |
|---|---|---|
| amazon mcf | Not ranked | #2 |
| amazon | Not ranked | #18 |
| amazon dropshipping | Not ranked | #20 |
| Signal | ETA Express | Amazon MCF by ByteStand |
|---|---|---|
| Average rating | 0.0 ★ (0) | 4.9 ★ (353) |
| Rating distribution | 5— 4— 3— 2— 1— | 595% 41% 30% 21% 12% |
| Reviews · last 7 days | — | +2 |
| Reviews · last 30 days | — | +3 |
| Reviews · last 90 days | — | +14 |
No reviews yet.
Both ETA Express and Amazon MCF by ByteStand offer paid plans only. ETA Express starts at Free to install; Amazon MCF by ByteStand starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.
It depends on what you're optimizing for. ETA Express fits better if you prioritize broader integrations; Amazon MCF by ByteStand 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. Amazon MCF by ByteStand has more onboarding documentation maturity (353 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.
ETA Express typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). Amazon MCF by ByteStand aligns more with early-stage and growth-mode stores (353 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. ETA Express and Amazon MCF by ByteStand 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 ETA Express" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
Amazing customer service! They helped us set up the app start to finish in under an hour over video call and are available for any questions or concerns. They helped us ship orders to USA and Canada customers, sync the inventory in both countries from Amazon to Shopify, and provided SKU translations allowing us to ship
What an excellent customer service! We are using ByteStand MCF Shipping to ship Amazon stored inventory to Shopify customers, without the customers knowing Amazon is involved. ByteStand is connected to Amazon USA allowing calculated shipping rates to populate on Shopify Checkout, blocking amazon logistics, and Amazon p
We've connected Amazon Europe & Canada to our Shopify store with ByteStand in order to send specific orders to Amazon for MCF fulfillment. The order delay feature allows us to edit or cancel orders before they are sent automatically and the Virtual Bundle feature translates Shopify SKUs into their Amazon SKUs. This all
ByteStand has been an absolute game-changer for our fulfillment process. It bridges the gap between Shopify and Amazon MCF completely seamlessly, running quietly and reliably in the background so we never have to worry about our syncing. What really sets them apart, though, is their top-notch customer support. Whenever
We’ve been using ByteStand for many years to automatically connect our Amazon Canada account to our Shopify eCommerce store. ByteStand reliably sends Shopify orders to Amazon for MCF fulfillment, providing live Amazon shipping costs on Shopify checkout with real time shipping estimates. The app is well-supported; and b
