ShelfSight AI Visibility & AEO vs SkuWatch AI Visibility Agent
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 14, 2026 for SkuWatch AI Visibility Agent.
The short answer
- Both list a free plan. Paid plans start at $29/month for ShelfSight AI Visibility & AEO and $49/month for SkuWatch AI Visibility Agent.
- SkuWatch AI Visibility Agent lists 9 features ShelfSight AI Visibility & AEO’s listing doesn’t mention, including Audits, Bulk editing, JSON-LD.
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
- · Audit up to 20 active SKUs
- · Keep 7 days of answer evidence
- · Preview 1 relevant competitor
- · Run 1 on-demand AI visibility check
- · View detailed issues for 5 products
Pro
- · 10 competitors, 180-day fix impact
- · Apply 250 product fixes monthly
- · Audit 2,000 SKUs monthly
- · Run 16 on-demand AI checks
- · Weekly tracking for 8 questions
Growth
- · 20 competitors, 365-day fix impact
- · Apply 500 product fixes monthly
- · Audit 5,000 SKUs monthly
- · Daily tracking for 8 questions
- · Run 30 on-demand AI checks monthly
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.
SkuWatch AI Visibility Agent shows Shopify merchants how ChatGPT, Gemini, Claude and Perplexity answer real buyer questions. Track cited evidence and competing stores, audit products for missing facts and FAQs, then review and edit improvements before publishing. Verify Shopify saves, keep a backup, undo changes and schedule a comparable follow-up AI check.
- 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
- AEO: Track when supported AI assistants mention your store for buyer questions.
- Review completed AI answers and cited sources to verify each visibility result.
- AEO: See which relevant competitors are recommended instead of your store.
- Preview and apply product improvements to Shopify with built-in backup and undo.
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 |  SkuWatch AI Visibility Agent |
|---|---|---|
| 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 | SkuWatch AI Visibility Agent |
|---|---|---|
| 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 | SkuWatch AI Visibility Agent |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $29/month(ahead) | $49/month |
| Longest free trial | 7 days | 30 days |
| Plans listed | 4 | 3 |
Listing
| Measure | ShelfSight AI Visibility & AEO | SkuWatch AI Visibility Agent |
|---|---|---|
| Shopify category rank | #1022(ahead) | #1127 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jul 2, 2026 | Aug 11, 2026 |
| Languages | 1 | 1 |
| Developer | Apps at Donnini | SkuWatch |
FAQ
ShelfSight AI Visibility & AEO and SkuWatch AI Visibility Agent: common questions
- Is ShelfSight AI Visibility & AEO or SkuWatch AI Visibility Agent cheaper?
- Both list a free plan. Paid plans start at $29/month for ShelfSight AI Visibility & AEO and $49/month for SkuWatch AI Visibility Agent. 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 5 the others don’t mention, such as Analytics, Content analysis, Content optimization, Insights and tips. SkuWatch AI Visibility Agent lists 9 the others don’t mention, such as Audits, Bulk editing, JSON-LD, Lazy loading. 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 14, 2026 for SkuWatch AI Visibility Agent; 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 14, 2026 for SkuWatch AI Visibility Agent. 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.