ATB: Attribution Reports vs DataFirst Track

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 9, 2026.

The short answer

  • ATB is detected on 3.6× as many Shopify stores as DataFirst Track: 29 vs 8 as of Nov 9, 2026.
  • ATB lists 11 features DataFirst Track’s listing doesn’t mention, including AI insights, Cohort analysis, Custom dashboards.

Head to head

Detected stores

ATB: 29
DataFirst Track: 8

App Store reviews

ATB: 9
DataFirst Track: —
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch

Multi-touch attribution and affiliate tracking for your store

—
Categories
  • Analytics
  • Analytics
Languages
  • English
  • German This app is not translated into English
Launched
Feb 1, 2016
May 8, 2026
Built for Shopify
Not badged
Not badged
Reviews per month
1 last full month
—
Detected stores
29active installs
  • Mystery Tackle Box
  • THELIFESTYLEDCO Shop
  • P Johnson
  • McCann Professional Dog Trainers
  • Zep Inc.
+24 more
8active installs
  • Möbel Style
  • Solarway
+6 more
Most common store size
11-50 products24%
51-100 products63%
Top countries
  • United States48%
  • Canada21%
  • United Kingdom10%
  • Germany75%

Momentum

New reviews each month

Review pace is the clearest public read on how fast an app is winning new merchants.

035FebJulAprAugNovMarOctAprATB: Attribution Reports: 1 reviews in February 2016ATB: Attribution Reports: 1 reviews in July 2018ATB: Attribution Reports: 2 reviews in April 2020ATB: Attribution Reports: 1 reviews in August 2020ATB: Attribution Reports: 1 reviews in November 2021ATB: Attribution Reports: 1 reviews in March 2022ATB: Attribution Reports: 3 reviews in October 2024ATB: Attribution Reports: 1 reviews in April 2026
ATBDataFirst TrackCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
$199/month
—
Plans
Pro Plan$199/month
14-day free trial$10 per 1000 MUVs > 10K MUVs
  • · 1 Store
  • · 5 Attribution Models
  • · 5 Custom Reports
  • · All Ad Connectors
  • · Email Support
  • · Klaviyo Integration
Free
Coverage
17 of 18 features94%
7 of 18 features39%
Unique strengths
  • AI insights
  • Cohort analysis
  • Custom dashboards
  • Custom reports
  • +7 more
  • Activity tracking
Analytics
94%17/18
39%7/18
Customer behavior
86%6/7
43%3/7
Marketing and sales
100%5/5
60%3/5
Visuals and reports
100%6/6
17%1/6
1161onlybothonly
ATBDataFirst Track18 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
  • Checkout
  • google ads
  • pinterest
  • tiktok
  • meta
  • klaviyo
  • recharge
—
How it sells itself

Attribution tracks the real cost of acquiring each Shopify customer by pulling spend data from ad platform APIs and binding it to individual visitors. The result: deduplicated ROAS that matches your actual Shopify revenue, not inflated platform numbers. See which channels acquire new customers vs re-engage existing ones. Know when each channel's spend breaks even with cohort payback. Ask your data anything via AI.

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.

Key points
  • Connect all major ad platforms including Meta, Google, Pinterest and TikTok
  • Cost, ROAS, and LTV available down to the keyword or ad level for all your ads
  • Customizable multi touch models and reports give you complete control
  • Kanalübergreifende Marketing-Attribution
  • Doppelte Absicherung durch Dual-Tracking
  • Automatische Provisionsdeduplizierung
Screenshots
See ROAS for each of your Channels down to the ad level
Audit every touch on the path to conversion for every customerTrustworthy campaign performace reporting
Customer Journey View
Publisher statistikDashboard ScreenshotDashboard

Installed with

ATB4.8(9)DataFirst TrackNo rating yet

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.

Showing only the rows where the apps differ.

Adoption

MeasureATBDataFirst Track
Detected stores29(ahead)as of Nov 9, 20268as of Nov 9, 2026
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesBusiness & Industrial, Food, Beverages & Tobacco, Apparel & AccessoriesSporting Goods, Furniture, Hardware
Top store countriesUnited States, Canada, United KingdomGermany

Reviews

MeasureATBDataFirst Track
App Store rating4.8 ★Not published
App Store reviews9Not published
New reviews, 28 days0Not enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureATBDataFirst Track
Free planNot listedNot listed
Lowest paid monthly plan$199/monthNo monthly plan listed
Longest free trial14 daysNot listed
Plans listed1Not published

Listing

MeasureATBDataFirst Track
Shopify category rank#456(ahead)in Analytics#1166in Analytics
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedFeb 1, 2016May 8, 2026
Languages1English1German This app is not translated into English
DeveloperAttribution Inc.DFS DataFirst Solutions GmbH

FAQ

ATB and DataFirst Track: common questions

Which is more popular, ATB or DataFirst Track?
ATB is detected on 3.6× as many Shopify stores as DataFirst Track: 29 vs 8 as of Nov 9, 2026.
What features does each app list that the other doesn’t?
ATB lists 11 the others don’t mention, such as AI insights, Cohort analysis, Custom dashboards, Custom reports. DataFirst Track lists 1 the others don’t mention, such as Activity tracking. 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 Nov 9, 2026; 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 Nov 9, 2026. 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.