Lumaeo vs Shoptank AEO & AI Rank Tracker
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for Lumaeo, Nov 9, 2026 for Shoptank AEO & AI Rank Tracker.
The short answer
- Only Shoptank AEO & AI Rank Tracker lists a free plan. Paid plans start at $9.99/month for Lumaeo and $99.99/month for Shoptank AEO & AI Rank Tracker.
- Shoptank AEO & AI Rank Tracker lists 7 features Lumaeo’s listing doesn’t mention, including Automations, Conversion tracking, Insights and tips.
Head to head
- United States
- United Kingdom
- Austria
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Starter
- · 10 AI listing suggestions per month
- · 20 AI query suggestions per month
- · 30-day ranking history
- · 50 queries
Pro
- · 100 AI query suggestions per month
- · 250 queries
- · 50 AI listing suggestions per month
- · 90-day ranking history
Enterprise
- · 365-day ranking history
- · Unlimited AI listing suggestions
- · Unlimited AI query suggestions
- · Unlimited queries
Free
- · Refreshed once a month
- · See who AI recommends instead of you
- · Track 3 shopper queries in AI answers
- · Your first fix drafted free
Starter
- · 150 tracked queries
- · 600 refreshes a month
- · Product feed optimizer
Growth
- · 1,000 refreshes a month
- · 300 tracked queries
- · Priority chat support
Scale
- · 2,000 refreshes a month
- · 500 tracked queries
- · Everything in Growth
- · Onboarding support
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureShoppers are increasingly discovering products through AI assistants rather than traditional search. When a customer asks ChatGPT "find me a durable hiking boot under $100," the AI queries Shopify's Catalog MCP Server to find and rank matching products. Lumaeo gives you visibility into exactly where your products land in those responses and the tools to move them higher.
Shoptank shows whether AI assistants like ChatGPT and Claude recommend your products when shoppers ask what to buy. It runs your buyers' real questions through the engines and tells you whether your store was named. When a competitor wins instead, you see who was cited, the pages the AI pulled from, and the sources beating you, each with a drafted way in so you know what to publish.
- AI ranking monitoring.
- Daily automated fetches.
- Competitor comparison.
- AI listing suggestions.
- Generate llms.txt so AI bots like ChatGPT can discover your store's content
- Add schema markup so AI assistants recommend your products with accurate details
- Knowledge Base that tells AI your brand story, FAQs, and policies
- Monitor AI brand mentions, sentiment, and how often competitors appear instead
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 |  Lumaeo |  Shoptank AEO & AI Rank Tracker |
|---|---|---|
| Detected stores | Not published | 18 |
| 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 | Animals & Pet Supplies, Home & Garden, Apparel & Accessories |
| Top store countries | Not published | United States, United Kingdom, Austria |
Reviews
| Measure | Lumaeo | Shoptank AEO & AI Rank Tracker |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 2 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Lumaeo | Shoptank AEO & AI Rank Tracker |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $9.99/month(ahead) | $99.99/month |
| Longest free trial | 14 days | 7 days |
| Plans listed | 3 | 4 |
Listing
| Measure | Lumaeo | Shoptank AEO & AI Rank Tracker |
|---|---|---|
| Shopify category rank | Not enough data | #289 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Mar 26, 2026 | Mar 10, 2026 |
| Languages | 1 | 1 |
| Developer | SIA OK WEB | Libautech |
FAQ
Lumaeo and Shoptank AEO & AI Rank Tracker: common questions
- Is Lumaeo or Shoptank AEO & AI Rank Tracker cheaper?
- Only Shoptank AEO & AI Rank Tracker lists a free plan. Paid plans start at $9.99/month for Lumaeo and $99.99/month for Shoptank AEO & AI Rank Tracker. 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?
- Lumaeo lists 4 the others don’t mention, such as Competitor analysis, Content analysis, Meta tags, Metadata optimization. Shoptank AEO & AI Rank Tracker lists 7 the others don’t mention, such as Automations, Conversion tracking, Insights and tips, Page indexing. 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 14, 2026 for Lumaeo, Nov 9, 2026 for Shoptank AEO & AI Rank Tracker; 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 14, 2026 for Lumaeo, Nov 9, 2026 for Shoptank AEO & AI Rank Tracker. 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.