Botscope vs Vanto: AI Visibility & Revenue
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 24, 2026 for Vanto.
The short answer
- Only Vanto lists a free plan.
- Vanto lists 9 features Botscope’s listing doesn’t mention, including AI generation, Analytics, Competitor analysis.
Head to head
Free
- · 1 scan per month
- · AI Readiness + llms.txt generator
- · ChatGPT, Claude & Gemini
- · Competitor leaderboard
- · Up to 5 products
- · Visibility trends
Pro
- · 2 manual scans per month
- · 3 prompts per product
- · All 4 AI engines (adds Perplexity)
- · Automated weekly scans
- · Confirmed AI Revenue by channel
- · Everything in Free
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".
Shoppers now ask ChatGPT, Claude, Gemini, and Perplexity for product recommendations. If your store isn't named, you're invisible to that demand. Vanto checks, product by product, whether each AI assistant recommends your store, and gives a clear Yes/No plus an AI visibility score.
- 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.
- Confirmed AI Revenue: real Shopify order revenue attributed to each AI channel
- Track orders from ChatGPT and other AI assistants — no GA, no pixels, no UTMs
- Per-product visibility: clear Yes/No across ChatGPT, Claude, Gemini, Perplexity
- AI description rewriter: fix weak product descriptions, preview then apply
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 |  Vanto |
|---|---|---|
| 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 | Vanto |
|---|---|---|
| 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 Vanto: common questions
- Is Botscope or Vanto cheaper?
- Only Vanto lists a free plan. 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?
- Vanto lists 9 the others don’t mention, such as AI generation, Analytics, Competitor analysis, Content optimization. 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 24, 2026 for Vanto; 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 24, 2026 for Vanto. 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.