ABC Store Analytics vs TheLab by DREAMLABS
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Sep 3, 2026 for ABC Store Analytics, Oct 13, 2026 for TheLab by DREAMLABS.
The short answer
- TheLab by DREAMLABS lists 9 features ABC Store Analytics’s listing doesn’t mention, including AI insights, Benchmarking, Forecasting.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Starter Plan
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureBuilt for store owners, marketers, ecommerce agencies, solopreneurs, & brand managers. Shopify, Meta, Google, Klaviyo & Amazon on one screen — with profit line underneath. Built by three operators who already made the expensive mistakes. We built the app we wanted for our own stores. We hate too many KPIs & too much noise — so we kept it simple.
TheLab solves the problem of switching between Meta, Google, TikTok, Shopify, and Klaviyo to understand your store's performance. It pulls all your data into a single real-time Command Center with AI-powered insights that proactively identify trends, flag issues, and recommend optimizations.
- Unified Dashboard – Track MER, top ads, sales, and trends in one place.
- Ad & Product Insights – Identify top-performing ads and top-selling products.
- Omnichannel Reporting – View data from Shopify in real time.
- Real-time Command Center with live revenue, ROAS, ad spend, and CPM's.
- AI-powered insights that proactively flag performance issues and optimize.
- Unified cross analytics connecting Meta, Google, TikTok, Shopify, and Klaviyo.
- Natural language Ask Your Data chat query your store's performance in English
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 |  ABC Store Analytics |  TheLab by DREAMLABS |
|---|---|---|
| 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 | ABC Store Analytics | TheLab by DREAMLABS |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 11 | 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 | ABC Store Analytics | TheLab by DREAMLABS |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | $99/month |
| Longest free trial | Not listed | 14 days |
| Plans listed | Not published | 1 |
Listing
| Measure | ABC Store Analytics | TheLab by DREAMLABS |
|---|---|---|
| Shopify category rank | #123(ahead) | #906 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 13, 2025 | May 22, 2026 |
| Languages | 1 | 1 |
| Developer | ABC Store Analytics | Dreamlabs Agency |
FAQ
ABC Store Analytics and TheLab by DREAMLABS: common questions
- What features does each app list that the other doesn’t?
- ABC Store Analytics lists 5 the others don’t mention, such as Cohort analysis, Lifetime value (LTV), Loyalty analysis, Page views. TheLab by DREAMLABS lists 9 the others don’t mention, such as AI insights, Benchmarking, Forecasting, Marketing attribution. 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 Sep 3, 2026 for ABC Store Analytics, Oct 13, 2026 for TheLab by DREAMLABS; 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 Sep 3, 2026 for ABC Store Analytics, Oct 13, 2026 for TheLab by DREAMLABS. 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.