
Northbeam is the marketing intelligence platform for profitable growth, including multi-touch attribution and media mix modeling, both powered by industry-leading machine learning.

Polar is a pre-built dashboard for commerce with out-of-the-box metrics and reports to ensure your team has the insights to get their jobs done.
| Feature | Northbeam | Polar Analytics | Littledata |
|---|---|---|---|
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Marketing reporting | ✔️ | ✔️ | |
| Proprietary attribution model | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Customer data to marketing platforms | ✔️ | ✔️ | |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| 30 day free trial | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
Both Northbeam and Polar Analytics offer proprietary attribution and marketing reporting, but differ in focus:
Northbeam leans into advanced ML-powered attribution (multi-touch + media mix modeling) and works across platforms beyond Shopify — better suited for complex, multi-channel advertisers.
Polar Analytics emphasizes pre-built dashboards, identity resolution for audience enrichment, and pushing customer data back to ad platforms — more accessible for teams wanting fast insights and audience activation.
Where Littledata wins over both:
Neither Northbeam nor Polar Analytics pulls data directly from Shopify's servers. This is a meaningful gap — browser-based tracking misses server-side events, incomplete checkout data, and customer enrichment that only server-side capture provides.
Littledata also offers:
For accurate, complete Shopify data collection, Littledata's server-side foundation gives it a structural advantage.
Northbeam vs Polar Analytics's customer reviews
| Northbeam | Polar Analytics | Littledata | |
|---|---|---|---|
| Example product review | "Since this change I have struggled to get my clients on to Northbeam as integration can require support, which they refuse to offer any." | "Negative points? None so far ... Getting started was incredibly easy ... integrates smoothly with all our tools and data sources." | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." |
| Example support review | "Something has changed at Northbeam... they have stripped all support... I am looking for an alternative for all my clients." | "Polar's customer support is also next to none... they are well worth the price we pay." | "Customer support is absolutely amazing... you can never go wrong when an app does what it says and tacks on great service!" |
| Link | Read more reviews | Read more reviews | Read more reviews |
Northbeam vs Polar Analytics's monthly subscription cost
| Store size | Northbeam | Polar Analytics | Littledata |
|---|---|---|---|
| 50 orders / month | $1000 | $400 | $39 |
| 500 orders / month | $1000 | $720 | $175 |
| 5,000 orders / month | $1500 | $1020 | $540 |
| 20,000 orders / month | $2500 | $2770 | $1390 |
Sources: Northbeam pricing, Polar Analytics pricing, Littledata pricing. Prices last verified July 22, 2026.
| Destination | Northbeam | Polar Analytics | Littledata |
|---|---|---|---|
| Meta Ads | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| Klaviyo | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |

Keep comparing
See how these tools stack up against other Shopify tracking and analytics solutions.
How we compiled this comparison: pricing and feature data comes from each vendor's public pricing page, Shopify App Store listings, and BuiltWith usage data, reviewed by the Littledata team. Last verified August 10, 2026. Spotted something out of date? Let us know.