MerchLens AI 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 Nov 12, 2026 for MerchLens AI, Oct 13, 2026 for ShopSense AI Data Analyst.
The short answer
- Paid plans start at $8.95/month for MerchLens AI and $99/month for ShopSense AI Data Analyst.
- ShopSense AI Data Analyst lists 6 features MerchLens AI’s listing doesn’t mention, including Activity tracking, Checkout analytics, Custom dashboards.
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
- · 200 AI questions a month
- · Chatbot connectors
- · Reorder report
- · Sales and inventory dashboard
- · Weekly AI briefing
Growth
- · 500 AI questions a month
- · Brand scorecard
- · Customer segments
- · Everything in Starter
- · Lifecycle and markdown optimizer
- · Sales forecast and seasonality
Pro
- · 750 AI questions a month
- · Buying planner
- · Churn risk and win-back lists
- · Everything in Growth
- · Priority support
Premier
- · 1,000 AI questions a month
- · AI style tagging from product photos
- · Everything in Pro
- · Marketing planner
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 featureMerchLens AI turns your Shopify orders, products and inventory into clear answers for independent boutiques. See sales against prior years with a forecast for the months ahead, which styles to reorder, hold or mark down, which brands, sizes and colors sell, and the customers worth inviting back.
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.
- Sales vs. prior years with a forecast built from your own seasons
- Reorder, hold or mark-down calls for every style, with stock at risk
- Weekly AI briefing and plain-English answers about your store
- Brand scorecard, size and color mix, and customer win-back lists
- 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 |  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 | 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 | ShopSense AI Data Analyst | |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $8.95/month(ahead) | $99/month |
| Longest free trial | 14 days | Not listed |
| Plans listed | 4 | 1 |
Listing
| Measure | ShopSense AI Data Analyst | |
|---|---|---|
| Shopify category rank | Not enough data | #800 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Nov 12, 2026 | Jun 3, 2025 |
| Languages | 1 | 1 |
| Developer | SparTech Software | Cet Tech |
FAQ
MerchLens AI and ShopSense AI Data Analyst: common questions
- Is MerchLens AI or ShopSense AI Data Analyst cheaper?
- Paid plans start at $8.95/month for MerchLens AI 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.
- What features does each app list that the other doesn’t?
- MerchLens AI lists 5 the others don’t mention, such as Cohort analysis, Forecasting, Historical analysis, Lifetime value (LTV). ShopSense AI Data Analyst lists 6 the others don’t mention, such as Activity tracking, Checkout analytics, 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 Nov 12, 2026 for MerchLens AI, 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 Nov 12, 2026 for MerchLens AI, 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.