Data Export IO: Report vs Dumb Reports
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 9, 2026 for Data Export IO, Feb 19, 2026 for Dumb Reports.
The short answer
- Data Export IO lists 15 features Dumb Reports’s listing doesn’t mention, including Abandoned cart, Checkout analytics, Cohort analysis.
Head to head
Create custom reports from any store data. Automated Export.
Making e-commerce data interesting and amusing.
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Basic
- · Access all Shopify Data
- · All features
- · Free custom report setup
- · Live Chat Support
- · Stores on Basic Shopify plan
Grow
- · Access all Shopify Data
- · All features
- · For stores on Shopify plan
- · Free custom report setup
- · Live Chat Support
Advanced Shopify
- · Access all Shopify Data
- · All features
- · For stores on Advanced Shopify plan
- · Free custom report setup
- · Live Chat Support
Plus
- · Access all Shopify Data
- · All features
- · For stores on Shopify Plus plan
- · Free custom report setup
- · Live Chat Support
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureInstantly access reports to analyze any store data: sales, inventory, shipping, fulfillment, payouts, tax, customers, refunds and more. Build custom reports with meta fields, line item properties, note attributes and any field from your store API. Add calculations and formulas for unique data fields. Save, edit and rerun unlimited reports.
- Pre-made Reports: Various reports for Sales, Products, Payouts, POS, and more
- Advanced Filters: Add multiple conditions to limit which records are needed
- Column Management: Freeze, filter, rename, sort, clone, and hide fields
- Export Friendly: Generate reports using CSV, Excel, and PDF formats
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 |  Data Export IO |  Dumb Reports |
|---|---|---|
| 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 | Data Export IO | Dumb Reports |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 2,024 | Not published |
| New reviews, 28 days | 10 | Not enough data |
| Reviewers a year or more in | 44% | Not enough data |
Pricing
| Measure | Data Export IO | Dumb Reports |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $12/month | No monthly plan listed |
| Longest free trial | 15 days | Not listed |
| Plans listed | 4 | Not published |
Listing
| Measure | Data Export IO | Dumb Reports |
|---|---|---|
| Shopify category rank | #11 | #1208 |
| Shopify App Charts | #12 on Featured by Shopify in Accounting | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Feb 3, 2016 | Dec 7, 2020 |
| Languages | 1 | Not published |
| Developer | Estore Automate | eCommerce Reports |
FAQ
Data Export IO and Dumb Reports: common questions
- What features does each app list that the other doesn’t?
- Data Export IO lists 15 the others don’t mention, such as Abandoned cart, Checkout analytics, Cohort analysis, 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 Nov 9, 2026 for Data Export IO, Feb 19, 2026 for Dumb Reports; 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 Nov 9, 2026 for Data Export IO, Feb 19, 2026 for Dumb Reports. 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.