Shopalytics 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 Feb 19, 2026 for Shopalytics, Oct 14, 2026 for Trace:AI Sales Attribution.
The short answer
- Shopalytics lists 12 features Trace:AI Sales Attribution’s listing doesn’t mention, including Abandoned cart, Checkout analytics, Cohort analysis.
Head to head
Monthly Plan
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).
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.
- 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
- 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 |  Shopalytics |  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 | Shopalytics | Trace:AI Sales Attribution |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | 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 | Shopalytics | Trace:AI Sales Attribution |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | $2.99/month |
| Longest free trial | Not listed | 7 days |
| Plans listed | Not published | 1 |
Listing
| Measure | Shopalytics | Trace:AI Sales Attribution |
|---|---|---|
| Shopify category rank | #1231(ahead) | #1607 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Sep 24, 2025 | Aug 7, 2026 |
| Languages | 1 | 1 |
| Developer | Hercules Labs | StocklerSuite |
FAQ
Shopalytics and Trace:AI Sales Attribution: common questions
- What features does each app list that the other doesn’t?
- Shopalytics lists 12 the others don’t mention, such as Abandoned cart, Checkout analytics, Cohort analysis, Event tracking. Trace:AI Sales Attribution lists 1 the others don’t mention, such as 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 Feb 19, 2026 for Shopalytics, 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 Feb 19, 2026 for Shopalytics, 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.