So What Labs vs Storepilot AI
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 So What Labs, Aug 4, 2026 for Storepilot AI.
The short answer
- So What Labs lists 13 features Storepilot AI’s listing doesn’t mention, including Abandoned cart, Benchmarking, Cohort analysis.
Head to head
Strategy Engine
- · 25+ analytics modules included
- · 30-day inventory demand forecasting
- · AI chatbot for instant insights
- · AI-powered growth recommendations
- · Automated weekly BI reports
- · Churn risk scoring & RFM segments
Growth Engine
- · AI-powered SEO Engine
- · Ai - powered Meta ads Optimizer
- · Ai-powered Google Ads Optimizer
- · Google Analytics Strategy engine
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI-powered Shopify growth engine for brands that want smarter ecommerce decisions. Analyse store performance, customers, products, orders, retention, and marketing data to uncover revenue opportunities and optimisation strategies. Generate actionable AI recommendations across merchandising, marketing, retention, and growth.
StorePilot helps Shopify merchants monitor store performance, advertising, and profitability from a single dashboard. Connect Shopify, Meta Ads, Google Ads, and Google Analytics 4 to view key metrics in one place. AI-powered insights highlight trends, identify opportunities, and provide recommendations to improve marketing performance, profitability, and business decisions.
- Google Analytics Recommendation Engine
- Google Ads Optimizer
- Meta Ads Optimiser
- SEO Strategy Engine
- Unified analytics dashboard – View Shopify, Meta Ads, Google Ads, and GA4 metric
- AI-powered insights – Receive recommendations based on store and advertising per
- Profitability tracking – Monitor revenue, ad spend, ROAS, and profit from a sing
- Marketing performance analysis – Compare campaigns and identify optimization opp
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 |  So What Labs |  Storepilot AI |
|---|---|---|
| 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 | So What Labs | Storepilot AI |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 1 | 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 | So What Labs | Storepilot AI |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $136/month | No monthly plan listed |
| Longest free trial | 7 days | Not listed |
| Plans listed | 2 | Not published |
Listing
| Measure | So What Labs | Storepilot AI |
|---|---|---|
| Shopify category rank | #957 | #494(ahead) |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Mar 3, 2026 | Aug 4, 2026 |
| Languages | 1 | 1 |
| Developer | So What Labs | MassageKraft Ltd |
FAQ
So What Labs and Storepilot AI: common questions
- What features does each app list that the other doesn’t?
- So What Labs lists 13 the others don’t mention, such as Abandoned cart, Benchmarking, Cohort analysis, 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 So What Labs, Aug 4, 2026 for Storepilot AI; 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 So What Labs, Aug 4, 2026 for Storepilot AI. 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.