DOE Labs vs ShopSense AI Data Analyst
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, Oct 13, 2026 for ShopSense AI Data Analyst.
The short answer
- Only DOE Labs lists a free plan. Paid plans start at $39/month for DOE Labs and $99/month for ShopSense AI Data Analyst.
- ShopSense AI Data Analyst lists 6 features DOE Labs’s listing doesn’t mention, including Activity tracking, AI insights, Custom dashboards.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
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
Premium
- · AI revenue forecasting
- · Ask AI about your business
- · Automated business recommendations
- · Performance analytics dashboard
- · Real-time data insights
- · Store health score monitoring
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.
ShopSense AI transforms store analytics through conversational AI chat. Merchants get automated performance scores, predictive revenue forecasts, and growth opportunity alerts. The app delivers personalized recommendations for increasing order values and conversion optimization. Simply ask questions about your business performance and receive instant, actionable data insights.
- 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
- Health scores that show overall store performance across key metrics
- AI-powered revenue forecasts to predict future earnings
- Ask questions about your business and get instant AI-powered answers
- Automated recommendations to improve conversion rates and order value.
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 |  ShopSense 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 | DOE Labs | ShopSense AI Data Analyst |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 3 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | DOE Labs | ShopSense AI Data Analyst |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $39/month(ahead) | $99/month |
| Longest free trial | 14 days | Not listed |
| Plans listed | 7 | 1 |
Listing
| Measure | DOE Labs | ShopSense AI Data Analyst |
|---|---|---|
| Shopify category rank | #252(ahead) | #798 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Apr 22, 2026 | Jun 3, 2025 |
| Languages | 1 | 1 |
| Developer | Doe Media LLC | Cet Tech |
FAQ
DOE Labs and ShopSense AI Data Analyst: common questions
- Is DOE Labs or ShopSense AI Data Analyst cheaper?
- Only DOE Labs lists a free plan. Paid plans start at $39/month for DOE Labs and $99/month for ShopSense AI Data Analyst. 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 Purchase tracking. ShopSense AI Data Analyst lists 6 the others don’t mention, such as Activity tracking, AI insights, Custom dashboards, Heatmaps. 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, Oct 13, 2026 for ShopSense 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 Nov 5, 2026 for DOE Labs, Oct 13, 2026 for ShopSense 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.