LLM Rank ‑ AI Visibility vs Ranklift: AI Ranking, GEO, AEO
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 $15/month for Ranklift.
- LLM Rank lists 5 features Ranklift’s listing doesn’t mention, including Automations, Page indexing, 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
Basic
- · AI Model: ChatGPT
- · LLMs.txt: 3 updates/ month
- · Product Audit – 100 products/month
- · Visibility Check - 100 products/month
Pro
- · AI Models: ChatGPT + Gemini
- · LLMs.txt: 5 updates/ month
- · Product Audit – 1000 products/month
- · Visibility Check - 1000 products/month
Grow
- · AI Models: ChatGPT + Gemini + Claude
- · LLMs.txt: 10 updates/ month
- · Priority Support
- · Product Audit – 5000 products/month
- · Visibility Check - 5000 products/month
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.
Ranklift is an AI SEO, generative engine optimization (GEO) and answer engine optimization (AEO) platform built for product discovery. Audit your catalog, find missing product attributes, generate AI-friendly titles, descriptions, tags, metadata and FAQs and publish structured llms.txt content for AI search discovery.
- 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
- Get Instant GEO & AEO product audits
- AI content execution: Generate powerful content that improve your Geo ranking
- Agentic storefronts: Deploy your llms.txt to speak directly to AI agents
- Run AI visibility scan across real search and AI queries
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 |  Ranklift |
|---|---|---|
| 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 | Ranklift |
|---|---|---|
| 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 |
FAQ
LLM Rank and Ranklift: common questions
- Is LLM Rank or Ranklift cheaper?
- Only LLM Rank lists a free plan. Paid plans start at $9/month for LLM Rank and $15/month for Ranklift. 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 5 the others don’t mention, such as Automations, Page indexing, SEO score, Sitemaps. Ranklift lists 5 the others don’t mention, such as Audits, JSON-LD, Local SEO, Meta tags. 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.