AILab AEO SEO Optimizer LLMs vs GP ‑ llms.txt AEO Optimizer
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 3, 2026 for AILab AEO SEO Optimizer LLMs, Sep 11, 2026 for GP.
The short answer
- GP lists 2 features AILab AEO SEO Optimizer LLMs’s listing doesn’t mention, including AI generation, Analytics.
Head to head
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureCheck robots.txt, agents.md, llms.txt, llms-full.txt, and selected products. Review product descriptions and structured product and variant data where available. Each result shows evidence and is marked issue, pass, unknown, or not applicable. Use guidance to make Shopify changes or work with your theme developer, then re-check. Preview draft discovery files from an introduction and selected products.
AEO Optimizer generates and manages an llms.txt file for your store — a machine-readable format helping AI language models discover and recommend your products. Choose which AI crawlers access your content, from ChatGPT and Gemini to Perplexity and beyond. IndexNow integration notifies search engines when content changes, keeping your store discoverable across traditional and AI-driven search.
- Check robots.txt and public agents.md, llms.txt, and llms-full.txt paths.
- Review product descriptions and structured product and variant data.
- See evidence, next steps, and re-check results for each finding.
- Generate an llms.txt file AI language models can read and reference.
- Control exactly which AI crawlers can access your store content.
- Track AI bot visits in real time with a live analytics dashboard.
- Auto-notify search engines of content updates via IndexNow.
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 |  GP | |
|---|---|---|
| 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 | GP | |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 1 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | GP | |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | No monthly plan listed |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | Not published |
Listing
| Measure | GP | |
|---|---|---|
| Shopify category rank | Not enough data | #266 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Nov 2, 2026 | Apr 21, 2026 |
| Languages | 1 | 1 |
| Developer | RoMagic | GroPulse |
FAQ
AILab AEO SEO Optimizer LLMs and GP: common questions
- What features does each app list that the other doesn’t?
- GP lists 2 the others don’t mention, such as AI generation, Analytics. 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 3, 2026 for AILab AEO SEO Optimizer LLMs, Sep 11, 2026 for GP; 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 3, 2026 for AILab AEO SEO Optimizer LLMs, Sep 11, 2026 for GP. 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.