AppearAI vs Lumaeo
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 AppearAI, Oct 14, 2026 for Lumaeo.
The short answer
- Only AppearAI lists a free plan.
- Lumaeo lists 5 features AppearAI’s listing doesn’t mention, including Analytics, Audits, Content analysis.
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 visibility score + 8 dimensions
- · One competitor snapshot
- · Preview of buyer question
- · Up to 3 scans per day
Full Report
- · All 20 buyer questions
- · Content tips for each question
- · Everything in Free
- · Full 8-dimension fixes
- · Full competitor snapshots
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
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureShoppers now ask AI assistants like ChatGPT what to buy — and AI may be recommending your competitors instead of you. AppearAI runs a full AI visibility audit of your store. You get your AI visibility score, the real questions buyers ask AI about your category, and which competitors AI names instead of you.
Shoppers 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.
- AI visibility score — see how visible your store is in AI search results
- Discover the real questions shoppers ask AI about your product category
- Competitor snapshot revealing which brands AI recommends instead of you
- Step-by-step fixes showing what content to create to get recommended by AI
- AI ranking monitoring.
- Daily automated fetches.
- Competitor comparison.
- AI listing suggestions.
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 |  AppearAI |  Lumaeo |
|---|---|---|
| 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 | AppearAI | Lumaeo |
|---|---|---|
| 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
AppearAI and Lumaeo: common questions
- Is AppearAI or Lumaeo cheaper?
- Only AppearAI 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.
- What features does each app list that the other doesn’t?
- AppearAI lists 3 the others don’t mention, such as Reporting, Schemas, SEO score. Lumaeo lists 5 the others don’t mention, such as Analytics, Audits, Content analysis, 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 for AppearAI, Oct 14, 2026 for Lumaeo; 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 AppearAI, Oct 14, 2026 for Lumaeo. 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.