BlackBox Journey Attribution vs DataFirst Track
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for BlackBox Journey Attribution, Nov 9, 2026 for DataFirst Track.
The short answer
- Only BlackBox Journey Attribution lists a free plan.
- BlackBox Journey Attribution lists 3 features DataFirst Track’s listing doesn’t mention, including Data export, Funnel analysis, Purchase tracking.
Head to head
- Germany
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · 90 days of history
- · CSV export
- · Campaign Chains for 50 orders/month
- · Channel revenue dashboard
- · Last touch attribution
- · Tracking links builder
Pro
- · Every order, no monthly limit
- · First touch and linear, side by side
- · Full history from the day you install
- · The orders behind every chain
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureMeta sees Meta. TikTok sees TikTok. Neither shows the path. BlackBox is multi-touch attribution built on the purchase journey Shopify records on every order. It rebuilds the sequence: which campaign introduced the customer, which brought them back, which one closed it. Someone finds you prospecting on Facebook, returns through remarketing, then orders from an email. Shopify calls that Direct.
DataFirst Track zeichnet jeden Touchpoint der Customer Journey über alle Affiliate-Netzwerke und Marketing-Kanäle hinweg auf. Die App bestimmt, welcher Kanal die Provision für jede Bestellung verdient. Besuchersessions werden von der Landingpage bis zum Checkout verfolgt, inklusive Produktansichten, Warenkorb und Kaufdetails. Server-Side-Tracking sichert zuverlässige Daten auch bei Browser-Blockern.
- Multi-touch attribution with first-touch, last-touch, and linear models
- Flow Maps showing customer paths from prospecting ads to purchase
- Automatic tracking via UTM parameters, referrers, and click IDs
- Channel performance comparison with revenue breakdown
- Kanalübergreifende Marketing-Attribution
- Doppelte Absicherung durch Dual-Tracking
- Automatische Provisionsdeduplizierung
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  BlackBox Journey Attribution |  DataFirst Track |
|---|---|---|
| Detected stores | Not published | 8 |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Sporting Goods, Furniture, Hardware |
| Top store countries | Not published | Germany |
Reviews
| Measure | BlackBox Journey Attribution | DataFirst Track |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 2 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | BlackBox Journey Attribution | DataFirst Track |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $19/month | No monthly plan listed |
| Longest free trial | 14 days | Not listed |
| Plans listed | 2 | Not published |
Listing
| Measure | BlackBox Journey Attribution | DataFirst Track |
|---|---|---|
| Shopify category rank | #497(ahead) | #1166 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jan 15, 2026 | May 8, 2026 |
| Languages | 1 | 1 |
| Developer | BlackBox Software LLC | DFS DataFirst Solutions GmbH |
FAQ
BlackBox Journey Attribution and DataFirst Track: common questions
- Is BlackBox Journey Attribution or DataFirst Track cheaper?
- Only BlackBox Journey Attribution lists a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- BlackBox Journey Attribution lists 3 the others don’t mention, such as Data export, Funnel analysis, Purchase tracking. DataFirst Track lists 1 the others don’t mention, such as Segmentation. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 13, 2026 for BlackBox Journey Attribution, Nov 9, 2026 for DataFirst Track; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 13, 2026 for BlackBox Journey Attribution, Nov 9, 2026 for DataFirst Track. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.