ShopSense AI Data Analyst vs Trace:AI Sales Attribution
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 ShopSense AI Data Analyst, Oct 14, 2026 for Trace:AI Sales Attribution.
The short answer
- Paid plans start at $99/month for ShopSense AI Data Analyst and $2.99/month for Trace:AI Sales Attribution.
- Trace:AI Sales Attribution lists 4 features ShopSense AI Data Analyst’s listing doesn’t mention, including Custom reports, Data export, Segmentation.
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
Monthly Plan
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureShopSense 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.
More and more shoppers are asking AI chatbots like ChatGPT, Perplexity, and Gemini for shopping advice — and clicking through to buy. The problem? Your store's analytics can't tell you when this happens. It just shows "Direct" traffic, with no clue where it really came from. Trace:AI fixes that.
- 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.
- See your AI-driven sales for the first time
- No setup or tech skills needed — just install and run
- Honest numbers — no nonsense, nothing unnecessary
- No manual UTM tagging or setup required
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 |  Trace:AI Sales Attribution |
|---|---|---|
| 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 | Trace:AI Sales Attribution |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 3 | 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 | ShopSense AI Data Analyst | Trace:AI Sales Attribution |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $99/month | $2.99/month(ahead) |
| Longest free trial | Not listed | 7 days |
| Plans listed | 1 | 1 |
Listing
| Measure | ShopSense AI Data Analyst | Trace:AI Sales Attribution |
|---|---|---|
| Shopify category rank | #798(ahead) | #1607 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 3, 2025 | Aug 7, 2026 |
| Languages | 1 | 1 |
| Developer | Cet Tech | StocklerSuite |
FAQ
ShopSense AI Data Analyst and Trace:AI Sales Attribution: common questions
- Is ShopSense AI Data Analyst or Trace:AI Sales Attribution cheaper?
- Paid plans start at $99/month for ShopSense AI Data Analyst and $2.99/month for Trace:AI Sales Attribution. 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?
- ShopSense AI Data Analyst lists 3 the others don’t mention, such as Checkout analytics, Custom dashboards, Heatmaps. Trace:AI Sales Attribution lists 4 the others don’t mention, such as Custom reports, Data export, Segmentation, UTM tracking. 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 ShopSense AI Data Analyst, Oct 14, 2026 for Trace:AI Sales Attribution; 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 ShopSense AI Data Analyst, Oct 14, 2026 for Trace:AI Sales Attribution. 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.