Northbeam focuses on marketing intelligence with a proprietary attribution model and multi-touch attribution, emphasizing profitable growth through machine learning. Its fully automatic, no-code setup simplifies integration across various platforms, making it user-friendly for eCommerce managers.

In contrast, Black Crow AI offers identity resolution and server-side tracking, enhancing audience targeting and privacy compliance. Its machine learning capabilities are geared towards understanding and acquiring valuable customers, but it lacks Northbeam's specific attribution features.

Littledata also provides a fully automatic, no-code setup and identity resolution, similar to Black Crow AI. It emphasizes privacy compliance and includes automatic tracking of checkout extensibility, which can be beneficial for eCommerce operations.

Overall, Northbeam excels in attribution and marketing reporting, while Black Crow AI and Littledata focus more on audience targeting and privacy compliance.

For an online store with 50 orders, Northbeam is 1,128% more expensive than Littledata, while Black Crow AI is 1,182% more expensive. At 500 orders, Northbeam and Black Crow AI are equal, with Littledata being 86% cheaper. At 5,000 orders, Northbeam and Black Crow AI remain equal, with Littledata 76% cheaper. For 20,000 orders, Northbeam is 338% cheaper than Black Crow AI, while Littledata is 77% cheaper than Northbeam and 84% cheaper than Black Crow AI.