ShelfSight AI Visibility & AEO 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 Oct 19, 2026 for ShelfSight AI Visibility & AEO, Oct 24, 2026 for Vanto.
The short answer
- Both list a free plan. Paid plans start at $29/month for ShelfSight AI Visibility & AEO and $19/month for Vanto.
- Vanto lists 3 features ShelfSight AI Visibility & AEO’s listing doesn’t mention, including Reporting, Robots.txt, Tracking.
Head to head
Free
- · Catalog and AI crawler checks with fixes
- · Check the prices and stock AI quotes
- · First scan of questions from your store
- · No card required
- · What AI said, on each product page
Starter
- · 10 questions, weekly on 5 AI assistants
- · 3 competitors
- · Weekly AI action report
Growth
- · 10 competitors
- · 25 questions, weekly on 5 AI assistants
- · Drop alerts after ~7 weeks of scans
- · In-app fixes after a preview
- · Weekly AI action report
Pro
- · 25 competitors
- · 50 questions, weekly on 5 AI assistants
- · Everything in Growth
- · Markets and languages, same budget
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 featureShoppers now ask ChatGPT, Perplexity, Gemini, Claude and Google AI Overviews what to buy. ShelfSight asks them your customers' buying questions and reads the answers the assistants give, not a search preview: whether you're recommended, which rivals are named, the prices and stock quoted for your products, and the sources cited. Results are counts, with unsure answers left out.
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.
- Visibility score per prompt and engine, reported as honest stability counts
- See the exact sources AI engines cite — and whether your store is on them
- Feed audit against AI shopping requirements with one-click preview fixes
- Weekly action report and drop alerts under a public methodology
- 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 |  ShelfSight AI Visibility & AEO |  Vanto |
|---|---|---|
| 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 | ShelfSight AI Visibility & AEO | 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 |
Pricing
| Measure | ShelfSight AI Visibility & AEO | Vanto |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $29/month | $19/month(ahead) |
| Longest free trial | 7 days | Not listed |
| Plans listed | 4 | 2 |
Listing
| Measure | ShelfSight AI Visibility & AEO | Vanto |
|---|---|---|
| Shopify category rank | #1022(ahead) | #1039 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jul 2, 2026 | Jul 21, 2026 |
| Languages | 1 | 1 |
| Developer | Apps at Donnini | ThemeChum |
FAQ
ShelfSight AI Visibility & AEO and Vanto: common questions
- Is ShelfSight AI Visibility & AEO or Vanto cheaper?
- Both list a free plan. Paid plans start at $29/month for ShelfSight AI Visibility & AEO and $19/month for Vanto. 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?
- ShelfSight AI Visibility & AEO lists 1 the others don’t mention, such as Content analysis. Vanto lists 3 the others don’t mention, such as Reporting, Robots.txt, 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 19, 2026 for ShelfSight AI Visibility & AEO, 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 Oct 19, 2026 for ShelfSight AI Visibility & AEO, 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.