Botscope 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 Nov 7, 2026 for Botscope, Oct 14, 2026 for Trace:AI Sales Attribution.
The short answer
- Trace:AI Sales Attribution lists 9 features Botscope’s listing doesn’t mention, including Activity tracking, AI insights, Analytics dashboard.
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 featureYour analytics counts sessions. This counts who is behind them. Install it, turn on one switch in your theme, and every visit is classified: people, verified crawlers, declared bots, scrapers, and the headless browsers agents drive. You also see shoppers who arrived from an assistant's answer — ChatGPT, Gemini, Perplexity, Copilot — named by assistant instead of disappearing into "Direct".
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.
- See where AI recommends you. And where it recommends someone else.
- Find the catalog issues that keep AI from recommending your products.
- Track every order back to its true AI source. No tags, no pixels needed.
- 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 |  Botscope |  Trace:AI Sales Attribution |
|---|---|---|
| Detected stores | 1 | 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 | Vehicles & Parts | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Botscope | 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 | Botscope | 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 | Botscope | Trace:AI Sales Attribution |
|---|---|---|
| Shopify category rank | #199 | #1607 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Sep 21, 2026 | Aug 7, 2026 |
| Languages | 1 | 1 |
| Developer | Fundacja Rozwoju Przedsiębiorczości „Twój StartUp” | StocklerSuite |
FAQ
Botscope and Trace:AI Sales Attribution: common questions
- What features does each app list that the other doesn’t?
- Trace:AI Sales Attribution lists 9 the others don’t mention, such as Activity tracking, AI insights, Analytics dashboard, Custom reports. 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 7, 2026 for Botscope, 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 Nov 7, 2026 for Botscope, 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.