Side-by-side comparison · 24 data points
Every ad platform claims your sale. BlackBox is multi-touch attribution down to the campaign.
| BlackBox Journey Attribution | Data Export IO | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Prebuilt and Custom Reports to Automate Repetitive and Frustrating Data Tasks
| Metric | BlackBox Journey Attribution | Data Export IO: Report |
|---|---|---|
| Rating | 5.0 ★ | 5.0 ★ |
| Total reviews | 2 | ★ 2k |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free trial available |
| Built for Shopify | — | — |
| Pricing tiers | 2 tiers | ★ 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Jan 2026 | Feb 2016 |
BlackBox Journey Attribution and Data Export IO: Report are evenly matched on rating (5.0★ vs 5.0★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow.
Pricing entry tiers: BlackBox Journey Attribution at Free plan available, Data Export IO: Report 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 (seats, usage volume, integrations) varies.
Data Export IO: Report has the larger user base (2,004 reviews vs 2), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. BlackBox Journey Attribution'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 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: BlackBox Journey Attribution audit • Data Export IO: Report audit
| Keyword | BlackBox Journey Attribution | Data Export IO |
|---|---|---|
| data analytics reporting | Not ranked | #1 |
| data export | Not ranked | #1 |
| product data importer | Not ranked | #2 |
| attribution | #23 | Not ranked |
| chatbot for sales | #128 | Not ranked |
Both BlackBox Journey Attribution and Data Export IO: Report offer paid plans only. BlackBox Journey Attribution starts at Free plan available; Data Export IO: Report starts at Free trial available. Compare the per-tier features in the Pricing section above before committing.
BlackBox Journey Attribution (5.0★, 2 reviews) and Data Export IO: Report (5.0★, 2,004 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
AppRanks cannot separate these two on rating — both sit at 5.0★. Data Export IO: Report does carry the larger published review base (2,004 vs 2). Read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. Data Export IO: Report has the deeper published review base (2,004 vs 2), which often — though not always — accompanies better-tested setup docs. AppRanks doesn't measure setup time directly: read the recent reviews on each app's detail page for user-reported install experience.
BlackBox Journey Attribution typically suits early-stage and growth-mode teams based on its published review base (2 reviews). Data Export IO: Report typically suits early-stage and growth-mode teams based on its published review base (2,004 reviews). A larger review base generally means the app has been exercised at scale — relevant if you are processing high volume or handling enterprise compliance requirements.
Migration support varies by app and category. BlackBox Journey Attribution 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 BlackBox Journey Attribution" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
