Genrise lab 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 Jun 18, 2026 for Genrise lab, Nov 9, 2026 for Polar:AI Platform for commerce.
The short answer
- Genrise lab lists 4 features Polar:AI Platform for commerce’s listing doesn’t mention, including Broken links, Heatmaps, Replay filtering.
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.
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 featureRunning a store involves juggling multiple platforms, which often leaves your data scattered and your insights incomplete. Our app bridges this gap by unifying your store operations with your favorite third-party tools, giving you a centralized hub for smarter decision-making.
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...).
- Unified Tool Integration: Sync all 3rd-party data into one centralized dashboard
- Actionable AI Insights: Get data-driven recommendations to optimize store growth
- Enhanced Client Service: Use behavior analytics to provide personalized support.
- 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 |  Genrise lab |  Polar:AI Platform for commerce |
|---|---|---|
| Detected stores | Not published | 1,259 |
| 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 | Genrise lab | 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 | Genrise lab | Polar:AI Platform for commerce |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | $750/month |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | 1 |
Listing
| Measure | Genrise lab | Polar:AI Platform for commerce |
|---|---|---|
| Shopify category rank | #495 | #187(ahead) |
| Shopify App Charts | Not on this week’s charts | #17 in Analytics |
| Built for Shopify | No | No |
| Launched | Feb 13, 2026 | Oct 28, 2020 |
| Languages | 1 | 2 |
| Developer | Scale Consulting | Polar Analytics |
FAQ
Genrise lab and Polar:AI Platform for commerce: common questions
- What features does each app list that the other doesn’t?
- Genrise lab lists 4 the others don’t mention, such as Broken links, Heatmaps, Replay filtering, Session replay. 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 Jun 18, 2026 for Genrise lab, 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 Jun 18, 2026 for Genrise lab, 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.