Datadrew : AI Ads Co‑Pilot vs MetricsNavigator
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 9, 2026 for MetricsNavigator.
The short answer
- Only Datadrew lists a free plan.
- Datadrew lists 7 features MetricsNavigator’s listing doesn’t mention, including GDPR compliance, Historical analysis, Marketing attribution.
Head to head
(Free) Analyse your customers like a data scientist
- United States
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
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.
Get actionable insights to grow your Shopify store! MetricsNavigator is an analytics tool designed for Shopify merchants. Easily track customer behavior, lifetime value (LTV), and store performance to make smarter decisions.
- 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.
- Advanced Customer Lifetime Value calculator
- See a clear picture of customer revenue retention
- Analyze customer spend over time and for data-driven marketing decisions
- Support from experienced D2C data and financial analysts
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 | MetricsNavigator |
|---|---|---|
| Detected stores | Not published | 4 |
| Net store change, 28 days | 0 | +1 |
| Stores added, 28 days | Not enough data | 1 |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Apparel & Accessories, Health & Beauty |
| Top store countries | Not published | United States |
Reviews
| Measure | Datadrew | MetricsNavigator |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 30 | Not published |
| New reviews, 28 days | 2 | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Datadrew | MetricsNavigator |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $99/month | No monthly plan listed |
| Longest free trial | 7 days | Not listed |
| Plans listed | 3 | Not published |
Listing
| Measure | Datadrew | MetricsNavigator |
|---|---|---|
| Shopify category rank | #59 | #281 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Feb 12, 2021 | Feb 29, 2024 |
| Languages | 3 | 1 |
| Developer | Datadrew AI | 18 Analytics |
FAQ
Datadrew and MetricsNavigator: common questions
- Is Datadrew or MetricsNavigator cheaper?
- Only Datadrew 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?
- Datadrew lists 7 the others don’t mention, such as GDPR compliance, Historical analysis, Marketing attribution, Multi-store reports. MetricsNavigator lists 6 the others don’t mention, such as Activity tracking, Custom dashboards, Custom reports, Event 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 Oct 23, 2026 for Datadrew, Nov 9, 2026 for MetricsNavigator; 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 9, 2026 for MetricsNavigator. 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.