DashAI ‑ AI Dashboard Builder vs DOE Labs
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for DashAI, Oct 16, 2026 for DOE Labs.
The short answer
- DashAI lists 7 features DOE Labs’s listing doesn’t mention, including Abandoned cart, Custom dashboards, Custom reports.
Head to head
Basic
- · Custom analytics dashboards
- · For Basic Shopify plans
- · Full feature access
Grow
- · Custom analytics dashboards
- · For Grow Shopify plans
- · Full feature access
Advanced
- · Custom analytics dashboards
- · For Advanced Shopify plans
- · Full feature access
Plus
- · Custom analytics dashboards
- · For Plus Shopify plans
- · Full feature access
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureDashAI turns your questions into actionable dashboards instantly. Simply describe what you want to see: "Show daily revenue for the past week compared to the previous period", and watch as beautiful, interactive widgets appear. Drag, drop, and resize to create the perfect layout for your business. Track KPIs, compare periods, and visualize data with charts and tables that update in real-time.
DOE Labs transforms ecommerce data into clear, actionable business intelligence. Bring your Shopify store and marketing data together to evaluate campaign effectiveness, understand sales trends, and uncover opportunities for growth.
- Natural language dashboard creation describe what you need and AI builds it
- Fully customizable layouts with drag-and-drop widgets that resize
- Period comparisons built-in, track growth and trends across any timeframe
- Multiple visualization types: line & pie charts, bar graphs, tables, and KPIs
- Sales and order analytics dashboards for clear performance tracking
- Customer insights including purchase behavior and order history
- Read-only reports for products, revenue trends, and store activity
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 |  DashAI |  DOE Labs |
|---|---|---|
| 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 | DashAI | DOE Labs |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
DashAI and DOE Labs: common questions
- What features does each app list that the other doesn’t?
- DashAI lists 7 the others don’t mention, such as Abandoned cart, Custom dashboards, Custom reports, Data export. 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 13, 2026 for DashAI, Oct 16, 2026 for DOE Labs; 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 13, 2026 for DashAI, Oct 16, 2026 for DOE Labs. 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.