Side-by-side comparison · 24 data points
Inventory Optimization with AI. Never Miss a Sale, Never Overstock Again.
| Inventory Management ‑ Assisty | Milkyway X AI | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Unify inventory, PO, wholesale and retail data to analyze demand, SKU health and size curves with AI
| Metric | Inventory Management ‑ Assisty | Milkyway X AI |
|---|---|---|
| Rating | 4.8 ★ | ★ 5.0 ★ |
| Total reviews | ★ 345 | 2 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free trial available |
| Built for Shopify | — | — |
| Pricing tiers | ★ 4 tiers | 2 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Jun 2021 | May 2025 |
Milkyway X AI edges out Inventory Management ‑ Assisty on rating (5.0★ vs 4.8★), but the gap is small enough that pricing fit and feature differentiation should drive the decision more than the headline number. Pricing entry tiers: Inventory Management ‑ Assisty at Free plan available, Milkyway X AI 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. Inventory Management ‑ Assisty has the larger user base (345 reviews vs 2), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Milkyway X AI'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 Milkyway X AI; mid-market and enterprise merchants with specific feature requirements should evaluate both — Inventory Management ‑ Assisty's 345-review base may include the workflow context that matches your specific use case better than Milkyway X AI'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: Inventory Management ‑ Assisty audit • Milkyway X AI audit
| Keyword | Inventory Management ‑ Assisty | Milkyway X AI |
|---|---|---|
| inventory management | #3 | Not ranked |
| inventory | #4 | Not ranked |
| inventory planning | #5 | Not ranked |
Both Inventory Management ‑ Assisty and Milkyway X AI offer paid plans only. Inventory Management ‑ Assisty starts at Free plan available; Milkyway X AI starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.
Milkyway X AI has the higher average rating (5.0★ from 2 reviews) compared to Inventory Management ‑ Assisty (4.8★ from 345 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
It depends on what you're optimizing for. Inventory Management ‑ Assisty fits better if you prioritize broader integrations; Milkyway X AI 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. Inventory Management ‑ Assisty has more onboarding documentation maturity (345 reviews vs 2), 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.
Inventory Management ‑ Assisty typically suits early-stage and growth-mode stores based on its review-base composition (345 reviews). Milkyway X AI aligns more with early-stage and growth-mode stores (2 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. Inventory Management ‑ Assisty and Milkyway X AI 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 Milkyway X AI" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
