Datadrew : AI Ads Co‑Pilot vs Revoa: Fulfillment & AI Agents
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 Revoa.
The short answer
- Only Datadrew lists a free plan. Paid plans start at $99/month for Datadrew and $29/month for Revoa.
- Revoa lists 16 features Datadrew’s listing doesn’t mention, including AI insights, Analytics, Batch processing.
Head to head
(Free) Analyse your customers like a data scientist
- 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
Startup
- · Up to 100 Monthly orders
Momentum
- · Up to 300 Monthly orders
Scale
- · Up to 1000 Monthly orders
Enterprise
- · Unlimited Monthly orders
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.
Revoa sources your products and auto-fulfills every order. It knows your business inside out. Enable Helpdesk AI to answer emails and resolve order issues, preventing most chargebacks and disputing the rest. Ad Pilot puts your ad platforms in one view with profit metrics. Deploy your AI media buyer to scale profit and kill waste.
- 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.
- Auto-Fulfill Dropshipping Orders: Track warehouse inventory & processing times
- Resolution Center: Quickly populate send-ready emails with full order context
- Unified Ad Manager: Meta, TikTok, and Google ads with built-in profit metrics
- AI Insights: Discover optimization opportunities across your entire business
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 |  Revoa |
|---|---|---|
| Detected stores | Not published | 1 |
| 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 | Home & Garden |
| Top store countries | Not published | Canada |
Reviews
| Measure | Datadrew | Revoa |
|---|---|---|
| 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 |
FAQ
Datadrew and Revoa: common questions
- Is Datadrew or Revoa cheaper?
- Only Datadrew lists a free plan. Paid plans start at $99/month for Datadrew and $29/month for Revoa. 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 8 the others don’t mention, such as Benchmarking, Cohort analysis, Data export, GDPR compliance. Revoa lists 16 the others don’t mention, such as AI insights, Analytics, Batch processing, 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, Nov 9, 2026 for Revoa; 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 Revoa. 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.