Side-by-side comparison · 24 data points
Edit products in bulk with plain language or rules. Preview every change before you apply it.
| EditPilot ‑ AI Bulk Editor | Matrixify | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
| Metric | EditPilot ‑ AI Bulk Editor | Matrixify |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.9 ★ |
| Total reviews | 1 | ★ 1.3k |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 3 tiers | ★ 4 tiers |
| Listed features | 5 | 5 |
| Featured placements | — | 3 |
| Languages | 1 supported | 1 supported |
| Listed since | Mar 2026 | Jul 2017 |
EditPilot ‑ AI Bulk Editor and Matrixify are evenly matched on rating (5.0★ vs 4.9★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow. Pricing entry tiers: EditPilot ‑ AI Bulk Editor at Free plan available, Matrixify 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. Matrixify has the larger user base (1,341 reviews vs 1), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. EditPilot ‑ AI Bulk Editor'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: EditPilot ‑ AI Bulk Editor audit • Matrixify audit
| Keyword | EditPilot ‑ AI Bulk Editor | Matrixify |
|---|---|---|
| import | Not ranked | #1 |
| data from | Not ranked | #1 |
| bulk import | Not ranked | #2 |
| bulk product edit | #15 | Not ranked |
| ai assistant | #202 | Not ranked |
Not featured in any section recently.
No tracked changes.
Both EditPilot ‑ AI Bulk Editor and Matrixify offer paid plans only. EditPilot ‑ AI Bulk Editor starts at Free plan available; Matrixify starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
EditPilot ‑ AI Bulk Editor (5.0★, 1 reviews) and Matrixify (4.9★, 1,341 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. EditPilot ‑ AI Bulk Editor fits better if you prioritize rating consistency; Matrixify 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. Matrixify has more onboarding documentation maturity (1,341 reviews vs 1), 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.
EditPilot ‑ AI Bulk Editor typically suits early-stage and growth-mode stores based on its review-base composition (1 reviews). Matrixify aligns more with early-stage and growth-mode stores (1,341 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. EditPilot ‑ AI Bulk Editor and Matrixify 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 EditPilot ‑ AI Bulk Editor" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
