Datadrew : AI Ads Co‑Pilot vs Flaunt AI Data Analyst
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 14, 2026 for Flaunt AI Data Analyst.
The short answer
- On the Shopify App Store: Datadrew 5.0 from 37 reviews and Flaunt AI Data Analyst 5.0 from 2 reviews.
- Only Datadrew lists a free plan.
- Flaunt AI Data Analyst lists 20 features Datadrew’s listing doesn’t mention, including Activity tracking, AI insights, Badges.
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
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.
Stop digging through dashboards. Ask questions in plain English and get cohort analyses, funnels, and trend insights in seconds. Flaunt unifies your Shopify stack into a single, instantly queryable data lake—and remembers your definitions, KPIs, and past analyses so you don’t have to repeat yourself.
- 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.
- Drive incremental purchases & engagement with Flaunt’s gamified campaigns engine
- Save hours every week — natural-language to advanced analysis, no SQL.
- Deliver personalized experiences with targeted offers & marketing integrations
- Unify your stack—Shopify, Klaviyo, Recharge, Gorgias, Attentive, and more.
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 |  Flaunt AI Data Analyst |
|---|---|---|
| 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 | Flaunt AI Data Analyst |
|---|---|---|
| App Store rating | 5.0 ★ | 5.0 ★ |
| App Store reviews | 37(ahead) | 2 |
| New reviews, 28 days | 2 | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Datadrew | Flaunt AI Data Analyst |
|---|---|---|
| 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 | 1 |
Listing
| Measure | Datadrew | Flaunt AI Data Analyst |
|---|---|---|
| Shopify category rank | #53 | #186 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Feb 12, 2021 | Aug 23, 2024 |
| Languages | 3 | 1 |
| Developer | Datadrew AI | Flaunt Software |
FAQ
Datadrew and Flaunt AI Data Analyst: common questions
- Is Datadrew or Flaunt AI Data Analyst 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.
- Which has better reviews, Datadrew or Flaunt AI Data Analyst?
- On the Shopify App Store: Datadrew 5.0 from 37 reviews and Flaunt AI Data Analyst 5.0 from 2 reviews.
- What features does each app list that the other doesn’t?
- Datadrew lists 5 the others don’t mention, such as Analytics dashboard, GDPR compliance, Multi-store reports, Report scheduling. Flaunt AI Data Analyst lists 20 the others don’t mention, such as Activity tracking, AI insights, Badges, Checkout analytics. 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 14, 2026 for Flaunt AI Data Analyst; 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 14, 2026 for Flaunt AI Data Analyst. 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.