LLM Rank ‑ AI Visibility vs LLM Socket
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026.
The short answer
- Only LLM Rank lists a free plan. Paid plans start at $9/month for LLM Rank and $9/month for LLM Socket.
- LLM Rank lists 6 features LLM Socket’s listing doesn’t mention, including AI generation, Automations, Page indexing.
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
Up to 100 products
Up to 500 products
Up to 10,000 prod.
Unlimited products
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.
Generate AI-optimized Schema.org markup for ChatGPT, Perplexity, and Google Gemini. Structured product data helps AI assistants recommend your products to shoppers. See your AI Visibility Score instantly. Identify missing schema elements per product. One-click activation adds optimized JSON-LD to all product pages automatically. Google's new AI shopping features require structured data.
- 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-Optimized Schema: JSON-LD structured data for ChatGPT, Perplexity & Gemini.
- One-Click Setup: Enable schema for all products instantly. No coding needed.
- AI Visibility Score: See your store's AI readiness and tips to improve.
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 |  LLM Socket |
|---|---|---|
| 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 | LLM Socket |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 1 | 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 | LLM Rank | LLM Socket |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $9/month | $9/month |
| Longest free trial | 7 days | 7 days |
| Plans listed | 2 | 4 |
Listing
| Measure | LLM Rank | LLM Socket |
|---|---|---|
| Shopify category rank | #335(ahead) | #720 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Mar 30, 2026 | Jan 12, 2026 |
| Languages | 1 | 1 |
| Developer | No Voice Studio | Webseller OÜ |
FAQ
LLM Rank and LLM Socket: common questions
- Is LLM Rank or LLM Socket cheaper?
- Only LLM Rank lists a free plan. Paid plans start at $9/month for LLM Rank and $9/month for LLM Socket. 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?
- LLM Rank lists 6 the others don’t mention, such as AI generation, Automations, Page indexing, Robots.txt. LLM Socket lists 5 the others don’t mention, such as Breadcrumbs, JSON-LD, Meta tags, Rich snippets. 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; 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. 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.