DOE Labs vs StoreCast
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 5, 2026 for DOE Labs, Feb 19, 2026 for StoreCast.
The short answer
- Only DOE Labs lists a free plan.
- StoreCast lists 4 features DOE Labs’s listing doesn’t mention, including Data export, Forecasting, Historical analysis.
Head to head
FREE
- · Ad performance and ROAS dashboards
- · Cohort reports
- · Custom reports
- · Customer lifetime value (LTV) insights
- · Google Ads, Meta Ads, GA, Klaviyo, Skio
- · Profit and loss reporting
Starter
- · 51 to 500 orders per month
- · Ad performance and ROAS dashboards
- · Cohort reports
- · Custom reports
- · Customer lifetime value (LTV) insights
- · Google Ads, Meta Ads, GA, Klaviyo, Skio
Growth
- · 501 to 3,000 orders per month
- · Ad performance and ROAS dashboards
- · Cohort reports
- · Custom reports
- · Customer lifetime value (LTV) insights
- · Google Ads, Meta Ads, GA, Klaviyo, Skio
Scale
- · 3,001 to 10,000 orders per month
- · Ad performance and ROAS dashboards
- · Cohort reports
- · Custom reports
- · Customer lifetime value (LTV) insights
- · Google Ads, Meta Ads, GA, Klaviyo, Skio
Pro
- · 10,001 to 15,000 orders per month
- · Ad performance and ROAS dashboards
- · Cohort reports
- · Custom Reports
- · Customer lifetime value (LTV) insights
- · Google Ads, Meta Ads, GA, Klaviyo, Skio
Elite
- · 15,001 to 25,000 orders per month
- · Ad performance and ROAS dashboards
- · Cohort reports
- · Custom reports
- · Customer lifetime value (LTV) insights
- · Google Ads, Meta Ads, GA, Klaviyo, Skio
Enterprise
- · 25,001+ orders per month
- · Ad performance and ROAS dashboards
- · Cohort reports
- · Custom reports
- · Customer lifetime value (LTV) insights
- · Google Ads, Meta Ads, GA, Klaviyo, Skio
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureDOE 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.
StoreCast helps merchants understand product sales performance and generate basic demand forecasts within the Shopify Admin. The application calculates key metrics such as revenue, cost of goods sold, and discounts, presenting these financial figures using only USD transaction data for consistent analysis. Merchants can view historical trends through integrated data tables and charts.
- 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
- Visualize sales/revenue by product, variant, or total over time and export data.
- Generate demand forecasts from historical sales data with optional seasonality.
- Export aggregated sales reports to CSV files for analysis or external use.
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 |  DOE Labs |  StoreCast |
|---|---|---|
| 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 | DOE Labs | StoreCast |
|---|---|---|
| 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
DOE Labs and StoreCast: common questions
- Is DOE Labs or StoreCast cheaper?
- Only DOE Labs 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.
- What features does each app list that the other doesn’t?
- DOE Labs lists 1 the others don’t mention, such as Checkout analytics. StoreCast lists 4 the others don’t mention, such as Data export, Forecasting, Historical analysis, Profit insights. 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 5, 2026 for DOE Labs, Feb 19, 2026 for StoreCast; 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 5, 2026 for DOE Labs, Feb 19, 2026 for StoreCast. 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.