AIVisible: GEO/AEO for ChatGPT vs Sigourney SaaS
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 9, 2026 for AIVisible, Oct 28, 2026 for Sigourney SaaS.
The short answer
- AIVisible lists 3 features Sigourney SaaS’s listing doesn’t mention, including Content optimization, Page indexing, Website traffic.
Head to head
- United States
- Germany
- Australia
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Basic
- · AI Bot Access Monitoring
- · AI Product Audits: 1 product / month
- · AI Recommendation Tracking: 20 / month
- · AI Sales & Traffic Analytics
- · AI-readable catalog (llms.txt)
- · Email alerts & monthly AI sales report
Pro
- · AI Bot Access Monitoring
- · AI Product Audits: 20 products / month
- · AI Recommendation Tracking: 40 / month
- · AI Sales & Traffic Analytics
- · AI-readable catalog (llms.txt)
- · Email alerts & monthly AI sales report
Advanced
- · AI Bot Access Monitoring
- · AI Product Audits: 50 products / month
- · AI Recommendation Tracking: 150 / month
- · AI Sales & Traffic Analytics
- · AI-readable catalog (llms.txt)
- · Email alerts & monthly AI sales report
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureShoppers now ask AI assistants like ChatGPT, Claude, Perplexity, and Gemini what to buy. AIVisible shows whether your store is mentioned in those answers, and tracks the sessions, orders, and revenue each assistant brings.
Shoppers now ask ChatGPT, Copilot and Perplexity what to buy. Sigourney publishes your own catalog as clean product data on public pages that AI search assistants can read, with links back to your store, and only after you agree. It checks each product against what ChatGPT, Google Merchant Center and Shopify Catalog require and tells you where in your admin to fix gaps.
- Generate llms.txt for products, pages, blogs, and collections
- Keep content updated automatically on a daily schedule
- Preview and manage your llms.txt file in one place
- Handle large catalogs with 10k+ items supported
- AI-readable product index for ChatGPT, Gemini, and Perplexity
- Auto-generates JSON-LD structured data for all products
- Works outside admin — manage at sigourney saas site
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 |  AIVisible |  Sigourney SaaS |
|---|---|---|
| Detected stores | 34 | 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 | Health & Beauty, Apparel & Accessories, Food, Beverages & Tobacco | Not published |
| Top store countries | United States, Germany, Australia | Not published |
Reviews
| Measure | AIVisible | Sigourney SaaS |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 5 | 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 | AIVisible | Sigourney SaaS |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $10/month | No monthly plan listed |
| Longest free trial | 14 days | Not listed |
| Plans listed | 3 | Not published |
Listing
| Measure | AIVisible | Sigourney SaaS |
|---|---|---|
| Shopify category rank | #163(ahead) | #898 |
| Shopify App Charts | #8 on Rookies in SEO | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Sep 23, 2025 | Jun 26, 2026 |
| Languages | 1 | 1 |
| Developer | DigitalSuits | Sigourney |
FAQ
AIVisible and Sigourney SaaS: common questions
- What features does each app list that the other doesn’t?
- AIVisible lists 3 the others don’t mention, such as Content optimization, Page indexing, Website traffic. Sigourney SaaS lists 3 the others don’t mention, such as ALT text, Analytics, Schemas. 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 9, 2026 for AIVisible, Oct 28, 2026 for Sigourney SaaS; 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 9, 2026 for AIVisible, Oct 28, 2026 for Sigourney SaaS. 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.