Relens: AI Analytics Chat 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 Oct 13, 2026.
The short answer
- On the Shopify App Store: Relens 5.0 from 1 reviews and ShopSense AI Data Analyst 5.0 from 5 reviews.
- Only Relens lists a free plan. Paid plans start at $20/month for Relens and $99/month for ShopSense AI Data Analyst.
- Relens lists 8 features ShopSense AI Data Analyst’s listing doesn’t mention, including Cohort analysis, Custom reports, Data export.
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
- · 3 questions included
- · All 5 data sources
- · No card required
Pro — Monthly
- · 200 questions per month
- · All GA4 metrics & dimensions
- · Anomaly detection
- · GA4, Shopify, Klaviyo, Omnisend + Email
- · Inline charts included
- · Interactive charts
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 featureRelens connects to your store and answers your questions in plain English. Ask about revenue, top products, customer trends, profit margins, or order history — and get a clear, data-backed answer instantly. No dashboards to configure, no reports to export. Relens fetches your real store data, streams back the answer, and generates charts or PDF reports when helpful.
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.
- Ask questions in plain English — no dashboards or filters needed
- Revenue and order analysis with full historical data
- Top products, margins, and COGS breakdown
- Customer analytics — LTV, repeat rate, new vs returning
- 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 |  Relens |  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 | Relens | ShopSense AI Data Analyst |
|---|---|---|
| App Store rating | 5.0 ★ | 5.0 ★ |
| App Store reviews | 1 | 5(ahead) |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Relens | ShopSense AI Data Analyst |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $20/month(ahead) | $99/month |
| Longest free trial | Not listed | Not listed |
| Plans listed | 2 | 1 |
Listing
| Measure | Relens | ShopSense AI Data Analyst |
|---|---|---|
| Shopify category rank | #754(ahead) | #798 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jul 17, 2026 | Jun 3, 2025 |
| Languages | 1 | 1 |
| Developer | United Merchants LTD | Cet Tech |
FAQ
Relens and ShopSense AI Data Analyst: common questions
- Is Relens or ShopSense AI Data Analyst cheaper?
- Only Relens lists a free plan. Paid plans start at $20/month for Relens 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.
- Which has better reviews, Relens or ShopSense AI Data Analyst?
- On the Shopify App Store: Relens 5.0 from 1 reviews and ShopSense AI Data Analyst 5.0 from 5 reviews.
- What features does each app list that the other doesn’t?
- Relens lists 8 the others don’t mention, such as Cohort analysis, Custom reports, Data export, Funnel analysis. ShopSense AI Data Analyst lists 6 the others don’t mention, such as Activity tracking, Analytics dashboard, Checkout analytics, Custom dashboards. 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; 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. 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.