ROAS Analytics & Alerts ‑ OTB 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 29, 2026 for ROAS Analytics & Alerts, Nov 8, 2026 for Polar:AI Platform for commerce.
The short answer
- On the Shopify App Store: ROAS Analytics & Alerts 5.0 from 2 reviews and Polar:AI Platform for commerce 4.9 from 116 reviews.
- Only ROAS Analytics & Alerts lists a free plan. Paid plans start at $199/month for ROAS Analytics & Alerts and $750/month for Polar:AI Platform for commerce.
- Polar:AI Platform for commerce lists 12 features ROAS Analytics & Alerts’s listing doesn’t mention, including Abandoned cart, Cohort analysis, GDPR compliance.
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
- · Ask AI for quick answers (1/day)
- · Catch big spend shifts instantly
- · Connect 1 store
- · Get simple daily/weekly summaries
- · Track Shopify + Meta performance
Starter
- · Ask AI for quick summaries (5/day)
- · Connect Google Ads, TikTok, Google Ads
- · Connect Klaviyo
- · Get alerts before money is wasted
- · See which ads are driving ROAS and CTR
- · Spot underperforming landing pages early
Growth (Popular)
- · Ask AI to explain funnel issues (10/day)
- · Error alerts on site, UTM & checkout
- · Find out why conversions rise or fall
- · GA4 + Edgetag integrations
- · Protect tracking with server-side pixel
- · See where customers drop off in funnel
Professional
- · Ask AI for deep RCA (20/day)
- · Customer journey: first click to purchse
- · Everything in Growth, plus
- · Forecast dips with AI anomaly detection
- · POS + online sales in one view
- · See high-value bundles, checkout pattern
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 featureMost brands can't explain why ROAS drops. Metrics shift across Shopify, Meta, Google, and Klaviyo — but no single tool connects the dots or tells you why. Out of the Blue does. Built-in root-cause analysis identifies the likely driver across channels the moment performance changes — so your team acts in minutes, not days. Connects to 60+ data sources.
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...).
- Real-Time Monitoring of your Shopify apps 24/7
- Uncover JavaScript code errors, broken images & network errors
- Detect Broken or Missing Conversion Pixel
- Anomaly Detection in Store Metrics
- 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 |  ROAS Analytics & Alerts |  Polar:AI Platform for commerce |
|---|---|---|
| Detected stores | Not published | 1,258 |
| 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 | ROAS Analytics & Alerts | Polar:AI Platform for commerce |
|---|---|---|
| App Store rating | 5.0 ★(ahead) | 4.9 ★ |
| App Store reviews | 2 | 116(ahead) |
| New reviews, 28 days | Not enough data | 0 |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | ROAS Analytics & Alerts | Polar:AI Platform for commerce |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $199/month(ahead) | $750/month |
| Longest free trial | 30 days | Not listed |
| Plans listed | 4 | 1 |
Listing
| Measure | ROAS Analytics & Alerts | Polar:AI Platform for commerce |
|---|---|---|
| Shopify category rank | #406 | #186(ahead) |
| Shopify App Charts | Not on this week’s charts | #16 in Analytics |
| Built for Shopify | No | No |
| Launched | Sep 10, 2024 | Oct 28, 2020 |
| Languages | 1 | 2 |
| Developer | Out Of The Blue | Polar Analytics |
FAQ
ROAS Analytics & Alerts and Polar:AI Platform for commerce: common questions
- Is ROAS Analytics & Alerts or Polar:AI Platform for commerce cheaper?
- Only ROAS Analytics & Alerts lists a free plan. Paid plans start at $199/month for ROAS Analytics & Alerts 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.
- Which has better reviews, ROAS Analytics & Alerts or Polar:AI Platform for commerce?
- On the Shopify App Store: ROAS Analytics & Alerts 5.0 from 2 reviews and Polar:AI Platform for commerce 4.9 from 116 reviews.
- What features does each app list that the other doesn’t?
- ROAS Analytics & Alerts lists 1 the others don’t mention, such as Broken links. Polar:AI Platform for commerce lists 12 the others don’t mention, such as Abandoned cart, Cohort analysis, GDPR compliance, Lifetime value (LTV). 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 29, 2026 for ROAS Analytics & Alerts, Nov 8, 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 29, 2026 for ROAS Analytics & Alerts, Nov 8, 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.