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

BlackCrow's machine learning is designed to understand your most valuable customers and help you acquire more of them.
| Feature | Northbeam | Black Crow AI | Littledata |
|---|---|---|---|
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ✔️ | |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Customer data to marketing platforms | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| Proprietary attribution model | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Northbeam offers advanced marketing reporting and a proprietary attribution model, focusing on multi-touch attribution and media mix modeling with machine learning. It provides a fully automatic, no-code setup and works with various platforms. In contrast, Black Crow AI emphasizes identity resolution and direct data integration from Shopify, aiming to enhance customer acquisition.
Littledata stands out with its server-side tracking and automatic checkout step tracking, alongside a fully automatic setup and identity resolution. Both Northbeam and Black Crow AI lack these specific features, giving Littledata an edge in comprehensive tracking and ease of use.
| Northbeam | Black Crow AI | 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." | "Not all of their offerings were as helpful for a subscription brand with one product...they'll do a better job anticipating edge cases like ours in the future." | "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." | "Customer support is lacking, and responses are slow... not what I expected from a company of this caliber." | "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 |
| Store size | Northbeam | Black Crow AI | Littledata |
|---|---|---|---|
| 50 orders / month | $1000 | $500 | $39 |
| 500 orders / month | $1000 | $500 | $199 |
| 5,000 orders / month | $1500 | $1500 | $449 |
| 20,000 orders / month | $2500 | $5000 | $1390 |
For 50 orders, Northbeam is 1,900% more expensive than Littledata, while Black Crow AI is 1,200% more. At 500 orders, Northbeam and Black Crow AI are equal, with Littledata being 85% cheaper. For 5,000 orders, Northbeam and Black Crow AI remain equal, with Littledata 133% less expensive. At 20,000 orders, Northbeam is 200% cheaper than Black Crow AI, while Littledata is 68% less than Northbeam and 84% less than Black Crow AI.
| Destination | Northbeam | Black Crow AI | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ||
| Meta Ads | ✔️ | ||
| TikTok | ✔️ | ||
| ✔️ | |||
| Google Ads | ✔️ | ||
| Segment | ✔️ |
