Botscope vs Sonari: AI Revenue Intel
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 13, 2026 for Sonari.
The short answer
- Sonari lists 9 features Botscope’s listing doesn’t mention, including Activity tracking, AI insights, Analytics dashboard.
Head to head
Starter
Growth
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".
Most Shopify stores are invisible to AI shopping assistants. Sonari shows you exactly where and how to fix it. Test whether ChatGPT, Claude, and Gemini recommend your products for real shopping queries. When a competitor wins instead, Sonari identifies them and generates specific fixes with exact text you can paste into your listings.
- 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.
- Track revenue from ChatGPT, Gemini, Perplexity, Claude, Copilot, and Grok
- Test if AI recommends your products for real shopping queries
- See which competitor wins and get exact fixes to beat them
- Audit product data quality across 8 dimensions AI assistants use
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 |  Sonari |
|---|---|---|
| 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 | Sonari |
|---|---|---|
| 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 |
FAQ
Botscope and Sonari: common questions
- What features does each app list that the other doesn’t?
- Sonari lists 9 the others don’t mention, such as Activity tracking, AI insights, Analytics dashboard, Forecasting. 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 13, 2026 for Sonari; 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 13, 2026 for Sonari. 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.