Datadrew : AI Ads Co‑Pilot vs Datma ‑ Commerce Analytics
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 23, 2026 for Datadrew, Nov 8, 2026 for Datma.
The short answer
- On the Shopify App Store: Datadrew 5.0 from 30 reviews and Datma 4.8 from 17 reviews.
- Only Datadrew lists a free plan. Paid plans start at $99/month for Datadrew and $10/month for Datma.
- Datma lists 11 features Datadrew’s listing doesn’t mention, including Abandoned cart, Activity tracking, Custom dashboards.
Head to head
(Free) Analyse your customers like a data scientist
The new default in e-commerce analytics
- United States
- United Kingdom
- Canada
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · 10 Users
- · Access to Prompt library for MCP(Claude)
- · Basic Customer Segments
- · Blended Ads Summary
- · Historical Data - Last 3 months
- · LTV Cohort Analysis
Essentials
- · Acquisition - Meta, Google ads and GA4
- · Claude, ChatGPT, N8N, Manus - Drew MCP
- · Drew AI Analyst with AI credits
- · Everything in Free, Plus
- · Historical Data - All time
- · Multi-Store and Unlimited Ad Accounts
Pro
- · Automations - AI Reports
- · Drew AI Analyst - 2x AI credits
- · Everything in Essentials, plus
- · Product Ads and Performance cohorts
- · Product Basket Analysis
- · Product Intelligence
Intro
- · 14 data sources
- · 300 orders included
- · All features included
- · Hundreds of data points
- · Multi-store
- · Product visibility and performance
Start
- · 1,000 orders included
- · 14 data sources
- · All features included
- · Hundreds of data points
- · Multi-store
- · Product visibility and performance
Build
- · 14 data sources
- · 5,000 orders included
- · All features included
- · Hundreds of data points
- · Multi-store
- · Product visibility and performance
Grow
- · 10,000 orders included
- · 14 data sources
- · All features included
- · Hundreds of data points
- · Multi-store
- · Product visibility and performance
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureTrusted by 1025+ Shopify brands, Datadrew AI transforms your raw data into AI powered insights, and into data driven decisions to accelerate customer acquisition and retention and improve product merchandising. Our platform help founders and CMOs increase paid ads ROAS/MER - reduce adspend wastage, out-of-stock products in ads, reduce creative fatigue. Spot website conversion drops & product baskets increasing AOV.
Datma Analytics gives Shopify brands a complete commercial view of storefront performance. Combine Shopify pixel tracking with backend store data to analyze shopper behavior, products, collections, customers, sessions, attributed revenue, and conversion trends. Built for growing DTC brands that want Shopify-native analytics without the complexity of traditional BI tools.
- Cohort Analysis: Unlock 90-day LTV and Retention insights.
- Product Analytics: Discover retention-boosting products to drive repeat purchase
- Industry Benchmarking: Measure up against your competition.
- Marketing Analytics: Optimize Facebook ads & reduce CAC.
- Session-based metrics: PDP views, collection attributed stats, and more.
- Multi-store aggregation, unlimited reports, dashboard, schedule emails.
- Access hundreds of metrics from various data sources.
- Real-time data feed for immediate insights.
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 |  Datadrew |  Datma |
|---|---|---|
| Detected stores | Not published | 188 |
| Net store change, 28 days | 0 | −1 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Apparel & Accessories, Health & Beauty, Home & Garden |
| Top store countries | Not published | United States, United Kingdom, Canada |
Reviews
| Measure | Datadrew | Datma |
|---|---|---|
| App Store rating | 5.0 ★(ahead) | 4.8 ★ |
| App Store reviews | 30(ahead) | 17 |
| New reviews, 28 days | 2(ahead) | 0 |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
Datadrew and Datma: common questions
- Is Datadrew or Datma cheaper?
- Only Datadrew lists a free plan. Paid plans start at $99/month for Datadrew and $10/month for Datma. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- Which has better reviews, Datadrew or Datma?
- On the Shopify App Store: Datadrew 5.0 from 30 reviews and Datma 4.8 from 17 reviews.
- What features does each app list that the other doesn’t?
- Datadrew lists 5 the others don’t mention, such as Benchmarking, Funnel analysis, GDPR compliance, Loyalty analysis. Datma lists 11 the others don’t mention, such as Abandoned cart, Activity tracking, Custom dashboards, Custom reports. 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 23, 2026 for Datadrew, Nov 8, 2026 for Datma; 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 23, 2026 for Datadrew, Nov 8, 2026 for Datma. 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.