LLM Rank ‑ AI Visibility vs Simple LLMS
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for LLM Rank, May 27, 2026 for Simple LLMS.
The short answer
- On the Shopify App Store: LLM Rank 5.0 from 4 reviews and Simple LLMS 5.0 from 3 reviews.
- Only LLM Rank lists a free plan.
- LLM Rank lists 2 features Simple LLMS’s listing doesn’t mention, including Automations, SEO score.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · AI SEO files for small catalogs
- · Auto Publish
- · Generate llms.txt and agents.md
- · Up to 100 products
- · Up to 50 collections
- · Weekly AI content auto-sync
Pro
- · Auto sync (daily/weekly/monthly)
- · Custom AI agent instructions
- · Featured products for AI agents
- · Priority email support
- · UCP, MCP and 100+ bot controls
- · Unlimited AI visibility content
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI shopping is changing how customers discover products. If AI agents cannot read your catalog, your products may never be recommended. LLM Rank helps improve AI SEO, GEO, AEO and AI visibility by generating llms.txt, llms-full.txt and agents.md for your store. Help ChatGPT, Claude, Gemini, Perplexity and AI crawlers understand your products, prices, stock, pages and collections.
Simple LLMS is an enrichment layer for AI agents on Shopify. Built for the Universal Commerce Protocol, the common language for platforms, agents, and businesses, the app gives AI agents richer context about your store: brand DNA, full product context, FAQ, USPs, and custom sections drawn from your products, collections, pages, and articles. You choose what AI agents see. You track every AI visit in real time.
- Improve visibility on ChatGPT, Claude and AI search
- One-click llms.txt setup - no coding required
- Choose daily, weekly or once-a-month sync schedules
- Custom AI instructions - tell LLMs what to prioritize
- AI Visitor Analytics — Track ChatGPT, Claude & Perplexity visits to your store
- Smart Content Control — Pick exactly what AI assistants can read from your store
- Business DNA — Help AI understand your brand, audience, and value proposition
- Custom Sections — Highlight bundles, FAQs, or USPs that AI should mention
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 |  LLM Rank |  Simple LLMS |
|---|---|---|
| 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 | LLM Rank | Simple LLMS |
|---|---|---|
| App Store rating | 5.0 ★ | 5.0 ★ |
| App Store reviews | 4(ahead) | 3 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | LLM Rank | Simple LLMS |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $9/month | No monthly plan listed |
| Longest free trial | 7 days | Not listed |
| Plans listed | 2 | Not published |
Listing
| Measure | LLM Rank | Simple LLMS |
|---|---|---|
| Shopify category rank | #276 | Not enough data |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Mar 30, 2026 | Apr 13, 2026 |
| Languages | 1 | 1 |
| Developer | No Voice Studio | ODN.io |
FAQ
LLM Rank and Simple LLMS: common questions
- Is LLM Rank or Simple LLMS cheaper?
- Only LLM Rank 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.
- Which has better reviews, LLM Rank or Simple LLMS?
- On the Shopify App Store: LLM Rank 5.0 from 4 reviews and Simple LLMS 5.0 from 3 reviews.
- What features does each app list that the other doesn’t?
- LLM Rank lists 2 the others don’t mention, such as Automations, SEO score. Simple LLMS lists 1 the others don’t mention, such as 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 Oct 13, 2026 for LLM Rank, May 27, 2026 for Simple LLMS; 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 13, 2026 for LLM Rank, May 27, 2026 for Simple LLMS. 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.