Anomaly AI 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 Anomaly AI, Nov 5, 2026 for DOE Labs.
The short answer
- Both list a free plan. Paid plans start at $25/month for Anomaly AI and $39/month for DOE Labs.
- Anomaly AI lists 3 features DOE Labs’s listing doesn’t mention, including AI insights, Custom dashboards, Custom reports.
Head to head
Free
Pro
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 featureAnomaly AI imports store data into analysis-ready tables so merchants can ask questions, inspect trends, and build reports. Analyze orders, customers, products, inventory, discounts, fulfillments, refunds, transactions, and payments data in your Anomaly workspace.
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.
- Import orders, products, customers, inventory, discounts, and payouts.
- Analyze store data with AI questions, SQL tables, and reusable reports.
- Sync snapshot and date-window streams for current or historical analysis.
- 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 |  Anomaly AI |  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 | Anomaly AI | 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 |
Pricing
| Measure | Anomaly AI | DOE Labs |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $25/month(ahead) | $39/month |
| Longest free trial | Not listed | 14 days |
| Plans listed | 2 | 7 |
Listing
| Measure | Anomaly AI | DOE Labs |
|---|---|---|
| Shopify category rank | #445 | #252(ahead) |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jul 20, 2026 | Apr 22, 2026 |
| Languages | 1 | 1 |
| Developer | Anomaly AI | Doe Media LLC |
FAQ
Anomaly AI and DOE Labs: common questions
- Is Anomaly AI or DOE Labs cheaper?
- Both list a free plan. Paid plans start at $25/month for Anomaly AI and $39/month for DOE Labs. 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?
- Anomaly AI lists 3 the others don’t mention, such as AI insights, Custom dashboards, Custom reports. DOE Labs lists 2 the others don’t mention, such as Checkout analytics, Purchase tracking. 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 Anomaly AI, Nov 5, 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 Anomaly AI, Nov 5, 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.