Datadrew : AI Ads Co‑Pilot vs Lucidly: Meta Ads Attribution
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 Lucidly.
The short answer
- On the Shopify App Store: Datadrew 5.0 from 30 reviews and Lucidly 5.0 from 2 reviews.
- Both list a free plan. Paid plans start at $99/month for Datadrew and $39/month for Lucidly.
- Datadrew lists 7 features Lucidly’s listing doesn’t mention, including Benchmarking, Funnel analysis, GDPR compliance.
Head to head
(Free) Analyse your customers like a data scientist
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
Free
- · 90 days of Meta Ad customers data
- · Customer demographics & geography
- · Lucidly vs UTMs performance comparison
- · New vs returning customer breakdown
- · Top-converting ads & spend analysis
Starter
- · 1 Year+ Meta-acquired customers revealed
- · Customer demographics & geography
- · Explorable and downloadable order data
- · New vs. returning customer breakdown
- · Product & first-purchase insights
- · Top-converting ads & spend analysis
Growth
- · 1 Year+ Meta-acquired customers revealed
- · Customer demographics & geography
- · Explorable and downloadable order data
- · New vs. returning customer breakdown
- · Over 500 orders per month
- · Product & first-purchase insights
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.
Meta tells you how many conversions it drove, but never which customers. Lucidly's matches each Meta conversion against the corresponding Shopify order allowing you to see who is new, their LTV, the products they buy, and the ads that convert new customers.
- 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.
- See which Meta customers are genuinely new, repeat, or retargeted
- Know your Meta customers' 12-month LTV instantly - no waiting for new data
- Know which products acquire new customers - and what they buy next
- See which ads truly perform, ranked by verified revenue, not guesswork
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 |  Lucidly |
|---|---|---|
| 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 | Lucidly |
|---|---|---|
| App Store rating | 5.0 ★ | 5.0 ★ |
| App Store reviews | 30(ahead) | 2 |
| New reviews, 28 days | 2 | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
Datadrew and Lucidly: common questions
- Is Datadrew or Lucidly cheaper?
- Both list a free plan. Paid plans start at $99/month for Datadrew and $39/month for Lucidly. 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 Lucidly?
- On the Shopify App Store: Datadrew 5.0 from 30 reviews and Lucidly 5.0 from 2 reviews.
- What features does each app list that the other doesn’t?
- Datadrew lists 7 the others don’t mention, such as Benchmarking, Funnel analysis, GDPR compliance, Loyalty analysis. Lucidly lists 4 the others don’t mention, such as AI insights, Forecasting, Purchase tracking, UTM 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, Oct 13, 2026 for Lucidly; 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 Lucidly. 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.