Clustie: AI Audiences for Meta vs Segments AI Analyst
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 11, 2026.
The short answer
- Segments AI Analyst and Clustie run on almost as many Shopify stores as each other: 107 vs 102 as of Nov 11, 2026.
- On the Shopify App Store: Clustie 4.9 from 31 reviews and Segments AI Analyst 5.0 from 57 reviews.
- Paid plans start at $99/month for Clustie and $49/month for Segments AI Analyst.
- Segments AI Analyst lists 16 features Clustie’s listing doesn’t mention, including Auto-sync data, Benchmarking, Checkout analytics.
Head to head
Increase repeat revenue with prebuilt segmentation & insights
- Portugal
- Spain
- United States
- United States
- Australia
- United Kingdom
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Basic
- · 30-day free trial available
- · Automatic sync to Meta Ads
- · One-click campaign launch
- · Performance insights dashboard
- · Predictive AI audience segmentation
- · Support available in EN, ES and PT
Pro
- · 30-day free trial available
- · Everything in Basic
- · Up to 100.000 customers
Enterprise
- · 30-day free trial available
- · Everything in Pro
- · More than 100.000 customers
Analyst
- · 200 chat credits per month
- · Ask anything, get tables & charts
- · Build segments in plain English
- · Insights surfaced automatically
- · Sync segments to Shopify tags
Analyst+Marketing
- · 1,000 chat credits per month
- · Audience sync to ad & email channels
- · Daily auto-refreshed insights
- · Everything in Analyst, plus:
- · Sync to Klaviyo, Meta, Google & TikTok
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureClustie is the AI-powered audience intelligence engine that transforms your Shopify customer and purchase data into audiences that power every Meta campaign. Instead of feeding the algorithm with generic signals, Clustie identifies your future high-value buyers, the customers most likely to convert, return and grow your LTV, syncing them directly to Meta Ads in one click.
Your store has the data. Segments AI Analyst gives you the answers. Getting insights used to mean exporting CSVs, wrestling with Excel, or asking a sidekick that can't quite answer. Segments AI Analyst is built on your store's full history — type a question like "Which products are bought together?" or "Who's about to churn?" and get a table, chart, or ready-to-sync segment in seconds.
- Reduce CAC and boost ROAS with AI audiences built from your customer behaviour
- Keep Meta audiences fresh with automatic updates
- Launch smart campaigns in one click, guided by AI suggestions
- Immediate value — get 50+ AI-generated segments, including RFM & behavioral
- Well connected — integrate with Klaviyo, Meta, Google, TikTok, Postscript & more
- Powered by AI — use natural language to ask & discover profitable new segments
- Product insights — product journey, affinity, lifecycle, cohort retention, & more
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 |  Clustie |  Segments AI Analyst |
|---|---|---|
| Detected stores | 102 | 107(ahead) |
| Net store change, 28 days | +11 | +1 |
| Stores added, 28 days | 11(ahead) | 1 |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Apparel & Accessories, Health & Beauty, Home & Garden | Food, Beverages & Tobacco, Health & Beauty, Apparel & Accessories |
| Top store countries | Portugal, Spain, United States | United States, Australia, United Kingdom |
Reviews
| Measure | Clustie | Segments AI Analyst |
|---|---|---|
| App Store rating | 4.9 ★ | 5.0 ★(ahead) |
| App Store reviews | 31 | 57(ahead) |
| New reviews, 28 days | Not enough data | 0 |
| Reviewers a year or more in | 0% | Not enough data |
Pricing
| Measure | Clustie | Segments AI Analyst |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $99/month | $49/month(ahead) |
| Longest free trial | 30 days | 7 days |
| Plans listed | 3 | 2 |
Listing
| Measure | Clustie | Segments AI Analyst |
|---|---|---|
| Shopify category rank | #69(ahead) | #349 |
| Shopify App Charts | Not on this week’s charts | #7 on Featured by Shopify in Analytics |
| Built for Shopify | No | No |
| Launched | Apr 1, 2025 | Apr 4, 2019 |
| Languages | 1 | 1 |
| Developer | Clustie | Tresl Inc. |
FAQ
Clustie and Segments AI Analyst: common questions
- Which is more popular, Clustie or Segments AI Analyst?
- Segments AI Analyst and Clustie run on almost as many Shopify stores as each other: 107 vs 102 as of Nov 11, 2026.
- Is Clustie or Segments AI Analyst cheaper?
- Paid plans start at $99/month for Clustie and $49/month for Segments AI Analyst. 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, Clustie or Segments AI Analyst?
- On the Shopify App Store: Clustie 4.9 from 31 reviews and Segments AI Analyst 5.0 from 57 reviews.
- What features does each app list that the other doesn’t?
- Segments AI Analyst lists 16 the others don’t mention, such as Auto-sync data, Benchmarking, Checkout analytics, Cohort analysis. 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 Nov 11, 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 Nov 11, 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.