ORCA Analytics & MA Service vs Polar:AI Platform for commerce
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 ORCA Analytics & MA Service, Nov 9, 2026 for Polar:AI Platform for commerce.
The short answer
- Paid plans start at $584/month for ORCA Analytics & MA Service and $750/month for Polar:AI Platform for commerce.
- Polar:AI Platform for commerce lists 24 features ORCA Analytics & MA Service’s listing doesn’t mention, including Abandoned cart, Activity tracking, AI insights.
Head to head
Multichannel analytics software, no engineering required.
- United States
- United Kingdom
- Australia
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free Plan
- · 30-day full-feature trial (starting from the installation date). Data updates will be unavailable after expiration. See more details below.
Monthly plan
- · Complete sales analysis(incl. LRFM)
- · Customer retention & churn analysis
- · Full feature access:
- · GA4 data integration
- · Marketing Automation tools
Yearly charge
- · Complete sales analysis(incl. LRFM)
- · Customer retention & churn analysis
- · Full feature access:
- · GA4 data integration
- · Marketing Automation tools
Core Plan, from
- · Advertising Signals
- · Business Intelligence
- · Klaviyo Audiences
- · Polar MCP
- · Unlimited connectors
- · Unlimited historical data
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAs an e-commerce operator, are you facing rising ad costs, declining traffic, relying solely on loyalty cards, or planning marketing by intuition? In the big data era, precise segmentation is essential. ORCA analyzes customer behavior, building LRFM models and segments. It calculates key metrics and finds the best product bundling, high-value customers, and conversion opportunities.
Polar is the AI data platform for commerce. It brings Shopify, Amazon, Meta, Google, TikTok, Klaviyo and more into a warehouse you own, with profit, ROAS, CAC, LTV and inventory defined once. On top sits the AI Operator: An agent governs your data, answers questions with the definition behind each number, and monitors your store and ads (in Slack, Teams...).
- 行銷數據概覽：從特定的時間區間，檢視 LRFM、會員分群及交易行為之相關指標，包括：滲透率、會員屬性交叉分析、每人平均購買量、客單價、交易次數…等。
- 商品搭售建議：在特定時間區間內，分析出兩種商品的銷售表現及其覆蓋率，進而規劃搭售行銷活動。
- 商品開發策略建議：分析特定時間區間內，各商品分類與上個同段時間區間(季、年)的流失率、留存率、新客率、重複率、移轉率，參考分析結果來進行商品開發策略。
- 強化個人化商品推薦：分析特定 BU 或子品牌中，全部產品分群組合的相關性分析，以此分析結果來向顧客推薦高關聯性商品，增加消費者購買與個人化行銷體驗。
- 1-click integrations: Shopify, Amazon, Google, Meta, Tiktok, Klaviyo, and more
- Custom KPI Dashboards: Spend, CAC, LTV, ROAS, CVR, Cohorts, Inventory, and more
- Security you can count on: get your own Snowflake database - private & flexible
- Real-time alerts: never miss a drop in conversion rate again
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 |  ORCA Analytics & MA Service |  Polar:AI Platform for commerce |
|---|---|---|
| Detected stores | Not published | 1,263 |
| Net store change, 28 days | 0 | +15 |
| Stores added, 28 days | Not enough data | 30 |
| Big-brand share | Not enough data | 44% |
| Top store categories | Not published | Health & Beauty, Apparel & Accessories, Home & Garden |
| Top store countries | Not published | United States, United Kingdom, Australia |
Reviews
| Measure | ORCA Analytics & MA Service | Polar:AI Platform for commerce |
|---|---|---|
| App Store rating | Not published | 4.9 ★ |
| App Store reviews | Not published | 116 |
| New reviews, 28 days | Not enough data | 0 |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | ORCA Analytics & MA Service | Polar:AI Platform for commerce |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $584/month(ahead) | $750/month |
| Longest free trial | 30 days | Not listed |
| Plans listed | 3 | 1 |
Listing
| Measure | ORCA Analytics & MA Service | Polar:AI Platform for commerce |
|---|---|---|
| Shopify category rank | #1016 | #187(ahead) |
| Shopify App Charts | Not on this week’s charts | #17 in Analytics |
| Built for Shopify | No | No |
| Launched | Dec 20, 2023 | Oct 28, 2020 |
| Languages | 2 | 2 |
| Developer | 潮網科技 | Polar Analytics |
FAQ
ORCA Analytics & MA Service and Polar:AI Platform for commerce: common questions
- Is ORCA Analytics & MA Service or Polar:AI Platform for commerce cheaper?
- Paid plans start at $584/month for ORCA Analytics & MA Service and $750/month for Polar:AI Platform for commerce. 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?
- Polar:AI Platform for commerce lists 24 the others don’t mention, such as Abandoned cart, Activity tracking, AI insights, Analytics dashboard. 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 ORCA Analytics & MA Service, Nov 9, 2026 for Polar:AI Platform for commerce; 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 ORCA Analytics & MA Service, Nov 9, 2026 for Polar:AI Platform for commerce. 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.