Side-by-side comparison
Analytics & Reports with AI Insights. Make smart decisions fast to boost conversions, profit and LTV
Prebuilt and Custom Reports to Automate Repetitive and Frustrating Data Tasks
| Metric | By the Numbers ‑ AI Analytics | Data Export IO: Report |
|---|---|---|
| Rating | 4.9 ★ | ★ 5.0 ★ |
| Total reviews | 82 | ★ 2k |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free trial available |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
By the Numbers and Data Export IO 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: By the Numbers ‑ AI Analytics audit • Data Export IO: Report audit
| Field | By the Numbers ‑ AI Analytics | Data Export IO |
|---|---|---|
| Tagline | ||
| Listing audit | 88/100 listing audit | 90/100 listing audit |
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer |
| Listed since | Dec 2017 | Feb 2016 |
|---|
| Listed |
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| Keyword | By the Numbers ‑ AI Analytics | Data Export IO |
|---|---|---|
| data analytics reporting | Not ranked | #1 |
| data export | Not ranked | #1 |
| product data importing | Not ranked | #2 |
| custom reports analytics | #19 | Not ranked |
| ai insights | #20 | Not ranked |
By the Numbers ‑ AI Analytics is cheaper to start with — it offers a free plan and Data Export IO: Report doesn't list one. Prices are as listed on the Shopify App Store; check what each tier includes in the Pricing section above.
By the Numbers ‑ AI Analytics (4.9★, 82 reviews) and Data Export IO: Report (5.0★, 2,024 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
Data Export IO: Report 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; Data Export IO: Report has more published reviews to read for user-reported install experience (2,024 vs 82).
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: By the Numbers ‑ AI Analytics has 82 published reviews; Data Export IO: Report has 2,024 published reviews. Compare plan limits and pricing tiers against your own volume.
Migration support varies by app and category. By the Numbers ‑ AI Analytics and Data Export IO: Report 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 By the Numbers ‑ AI Analytics" 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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