Shopalytics 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 Feb 19, 2026 for Shopalytics, Oct 13, 2026 for ShopSense AI Data Analyst.
The short answer
- Shopalytics lists 14 features ShopSense AI Data Analyst’s listing doesn’t mention, including Abandoned cart, Cohort analysis, Custom reports.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
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 featureStraightforward chat to answer any question about your store's data! Just type your question, and Shopalytics will get the answer for you! No need to pull reports or craft your own analysis. Shopalytics does it all for you. Integrates with Google Analytics (and more in the works -- Klayviyo, Meta, Google ads).
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.
- Easy-to-use chat interface to answer any question about your shopify data!
- Integrates with Google Analytics (more integrations coming! Klaviyo, Meta)
- Quickly generate insights and follow up analyses
- 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 |  Shopalytics |  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 | Shopalytics | 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 | Shopalytics | ShopSense AI Data Analyst |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | $99/month |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | 1 |
Listing
| Measure | Shopalytics | ShopSense AI Data Analyst |
|---|---|---|
| Shopify category rank | #1231 | #798(ahead) |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Sep 24, 2025 | Jun 3, 2025 |
| Languages | 1 | 1 |
| Developer | Hercules Labs | Cet Tech |
FAQ
Shopalytics and ShopSense AI Data Analyst: common questions
- What features does each app list that the other doesn’t?
- Shopalytics lists 14 the others don’t mention, such as Abandoned cart, Cohort analysis, Custom reports, Data export. ShopSense AI Data Analyst lists 2 the others don’t mention, such as 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 Feb 19, 2026 for Shopalytics, 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 Feb 19, 2026 for Shopalytics, 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.