Datadrew : AI Ads Co‑Pilot vs Peel: Retention 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, Oct 13, 2026 for Peel.
The short answer
- On the Shopify App Store: Datadrew 5.0 from 30 reviews and Peel 5.0 from 38 reviews.
- Only Datadrew lists a free plan. Paid plans start at $99/month for Datadrew and $199/month for Peel.
- Peel lists 10 features Datadrew’s listing doesn’t mention, including Activity tracking, AI insights, Checkout analytics.
Head to head
(Free) Analyse your customers like a data scientist
Grow fast with automated metrics, segments, cohorts & reports
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
Core
- · Cohort Analysis, RFM, LTV, CAC and more
- · Google Sheets, Klaviyo export
- · Google, Facebook, Amazon ads integration
- · Retention and Subscription analytics
- · Up to 3 stores on Shopify and Amazon
- · Up to 6k orders/ month
Essentials
- · Cohort Analysis, RFM, LTV, CAC and more
- · Custom Retention & Subscription Reports
- · Google Sheets, Klaviyo export
- · Google, Facebook, Amazon ads integration
- · Retention and Subscription analytics
- · Up to 16k orders/ month
Accelerate
- · Cohort Analysis, RFM, LTV, CAC and more
- · Custom Retention & Subscription Reports
- · Dedicated Account Manager
- · Google Sheets, Klaviyo export
- · Google, Facebook, Amazon ads integration
- · Retention and Subscription analytics
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.
Transform raw data from Shopify, subscription, and marketing channels into clear growth plans. Brand or agency, Peel saves time, effort, and dollars blindly spent on chasing repeat purchases. With dozens of ready-made templates and 150+ metrics, stay on top of LTV, AOV, churn, and cohort trends with the best retention analytics platform for long-term profitability.
- 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.
- Daily Insights - get reports via Slack/Email + build Custom Dashboards.
- Cohort Analysis - see Retention & Revenue trends for monthly acquisition groups.
- Product Analytics - Market Basket Analysis, Purchasing Journey & top rankings.
- Subscription Analysis - get analytics on your subscriber and subscription data.
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 |  Peel |
|---|---|---|
| Detected stores | Not published | Not published |
| 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 | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Datadrew | Peel |
|---|---|---|
| App Store rating | 5.0 ★ | 5.0 ★ |
| App Store reviews | 30 | 38(ahead) |
| New reviews, 28 days | 2(ahead) | 0 |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
Datadrew and Peel: common questions
- Is Datadrew or Peel cheaper?
- Only Datadrew lists a free plan. Paid plans start at $99/month for Datadrew and $199/month for Peel. 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 Peel?
- On the Shopify App Store: Datadrew 5.0 from 30 reviews and Peel 5.0 from 38 reviews.
- What features does each app list that the other doesn’t?
- Datadrew lists 2 the others don’t mention, such as GDPR compliance, Multi-store reports. Peel lists 10 the others don’t mention, such as Activity tracking, AI insights, Checkout analytics, Custom dashboards. 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, Oct 13, 2026 for Peel; 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, Oct 13, 2026 for Peel. 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.