Side-by-side comparison
Explore sales, inventory, customers, and metafields from every angle without rebuilding reports.
Automated chargeback defense that builds evidence and fights disputes for you - risk-free.
| Metric | Cube Reports: Pivot Tables | DisputeShield: Win Chargebacks |
|---|---|---|
| Rating | 4.9 ★ | ★ 5.0 ★ |
| Total reviews | 11 | ★ 22 |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free to install |
| Pricing tiers | ★ 4 tiers | 1 tier |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
Cube Reports and DisputeShield each lead on different measured dimensions — pick by the one that matters most to you.
Built only from the Shopify App Store listing data shown on this page. AppRanks does not accept payment to influence comparisons. Read the methodology
Read each app's audit: Cube Reports: Pivot Tables audit • DisputeShield: Win Chargebacks audit
| Field | Cube Reports | DisputeShield |
|---|---|---|
| Tagline | ||
| Listing audit | 87/100 listing audit | 78/100 listing audit |
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer |
| Listed since | Apr 2022 | May 2026 |
|---|
| Listed |
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| Keyword | Cube Reports | DisputeShield |
|---|---|---|
| financial | Not ranked | #6 |
| chargebacks | Not ranked | #8 |
| chargeback | Not ranked | #9 |
| amazon importer | #194 | Not ranked |
DisputeShield: Win Chargebacks is cheaper to start with — it offers a free plan and Cube Reports: Pivot Tables doesn't list one. Prices are as listed on the Shopify App Store; check what each tier includes in the Pricing section above.
Cube Reports: Pivot Tables (4.9★, 11 reviews) and DisputeShield: Win Chargebacks (5.0★, 22 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
DisputeShield: Win Chargebacks holds the higher average rating (5.0★ vs 4.9★). That is the one dimension AppRanks can separate them on here — read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. AppRanks doesn't measure setup time directly; DisputeShield: Win Chargebacks has more published reviews to read for user-reported install experience (22 vs 11).
AppRanks cannot say which fits a larger or smaller operation — there is no store-size measurement in the Shopify App Store data. What it can show: Cube Reports: Pivot Tables has 11 published reviews; DisputeShield: Win Chargebacks has 22 published reviews. Compare plan limits and pricing tiers against your own volume.
Migration support varies by app and category. Cube Reports: Pivot Tables and DisputeShield: Win Chargebacks 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 Cube Reports: Pivot Tables" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
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