Black Crow AI vs Littledata

Is Black Crow AI or Littledata a better data solution for Shopify brands?

Black Crow AI competitors

What is Black Crow AI?

BlackCrow's machine learning is designed to understand your most valuable customers and help you acquire more of them.


Littledata competitors

What is Littledata?

  • Founder-led and product-driven — purpose-built for modern Shopify tracking
  • Set up in under 10 minutes — no dev team or GTM required
  • Server-side tracking, integrated with GA4, Meta Ads, and Klaviyo

Make the move to Littledata

Founder-led. Strong product. Pay less.

FeatureBlack Crow AILittledata
30 day free trial✔️✔️
Identity resolution to boost audiences✔️✔️
Server-side tracking✔️✔️
Customer data to marketing platforms✔️✔️
Works with platforms other than Shopify✔️minus
Founder owned and ledminus✔️
Fully automatic, no code setupminus✔️
Automatic tracking of checkout stepsminus✔️
No-code setup for Shopify Hydrogenminus✔️

Black Crow AI focuses on leveraging machine learning to identify valuable customers and enhance acquisition strategies, while also offering identity resolution and server-side tracking. However, Littledata stands out with its fully automatic, no-code setup, allowing for quick implementation in under 10 minutes without needing a development team. Additionally, Littledata provides automatic tracking of checkout steps, which can streamline the data collection process for ecommerce managers. This ease of use and efficiency in setup gives Littledata a competitive edge over both Black Crow AI and itself.

Reviews comparison

Black Crow AI vs Littledata's customer reviews

Black Crow AILittledata
Example product review"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"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!"
LinkRead more reviews

Cost comparison

Black Crow AI vs Littledata's monthly subscription cost

Store sizeBlack Crow AILittledata
50 orders / month$500$39
500 orders / month$500$149
5,000 orders / month$1500$349
20,000 orders / month$5000$799

For an online store with 50 orders per month, Black Crow AI is 1,179% more expensive than Littledata. At 500 orders, Black Crow AI and Littledata are equal, while the second Littledata option is 70% cheaper. For 5,000 orders, Black Crow AI is 329% more expensive than Littledata. At 20,000 orders, Black Crow AI is 526% more expensive than Littledata. Overall, Black Crow AI consistently has higher costs compared to Littledata across all order volumes.

Supported data destinations

DestinationBlack Crow AILittledata
Klaviyo✔️✔️
Attentive✔️✔️
Google Analyticsminus✔️
Meta Adsminus✔️
TikTokminus✔️
Pinterestminus✔️
Google Adsminus✔️
Segmentminus✔️

Black Crow AI focuses on integrating with marketing platforms like Klaviyo and Attentive to enhance customer engagement and optimize campaigns through AI-driven insights. In contrast, Littledata offers a broader range of data destinations, including major analytics and advertising platforms like Google Analytics, Meta Ads, TikTok, Pinterest, Google Ads, and Segment, in addition to Klaviyo and Attentive. This allows for more comprehensive tracking and analysis across various channels, enabling deeper insights into customer behavior and marketing performance. Littledata's extensive integrations facilitate a more holistic view of data, while Black Crow AI emphasizes targeted marketing optimization.

Klaviyo comparison

Black Crow AI vs Littledata's solution for Klaviyo

FeatureBlack Crow AILittledata
Identity resolution
Never adds new emails to your marketing list✔️✔️
Docs on how an end-user can opt out for GDPR / CCPAminus✔️
Uses other marketing channel cookies to boost identityminus✔️
Backstitches Klaviyo profile onto previous customer eventsminus✔️
Viewed Product trigger
Tracked server-side✔️✔️
Enriched product info (e.g. category)minus✔️
Backwards compatible with Klaviyo templatesminus✔️
Added to Cart trigger
Reliable via Shopify's servers✔️✔️
Enriched product info (e.g. category)✔️✔️
Backwards compatible with Klaviyo templates✔️✔️
Target the whole contents of the cartminus✔️
Checkout Started trigger
Direct from Shopify's servers✔️✔️
Backwards compatible with Klaviyo templates✔️✔️

Littledata offers comprehensive GDPR/CCPA compliance documentation, ensuring users can easily opt out, which is crucial for legal adherence. Unlike Black Crow AI, Littledata enhances customer identity by utilizing cookies from other marketing channels, providing a more holistic view of customer behavior. Additionally, Littledata's ability to backstitch Klaviyo profiles onto previous customer events allows for better historical data integration, improving targeting and personalization. While both solutions prevent adding new emails to marketing lists, Littledata's focus on identity enhancement and compliance makes it a more robust choice for tracking customers from Shopify to Klaviyo.

Benefits of Littledata
Littledata has been trusted by leading Shopify brands since 2017 for reliable server-side tracking.
100% of revenue tracked
Enhanced identity resolution
Connectors for all popular marketing channels
googleAnalytics
Comparing Black Crow AI against Littledata
Can I switch from Black Crow AI to Littledata?

Yes, join dozens of Shopify brands who made the switch to Littledata for simpler server-side tracking, faster setup, and transparent pricing. We’ll even help migrate your Black Crow AI setup.

How does Black Crow AI work?

BlackCrow AI is a black box algorithm that probabilistically matches first-party customer web sessions to email profiles.

Does Black Crow AI work with Shopify?

Yes, Black Crow AI is installed on 1000 Shopify sites according to the latest stats from BuiltWith.

How does Littledata work?

Littledata uses a combination of browser tracking and a server-to-server connection to ensure 100% of revenue is tracked, and that the purchase can be linked to the pre-checkout user journey.

Does Littledata work with Shopify?

Yes, Littledata is installed on 2,100 Shopify sites according to the latest stats from BuiltWith.

Is Black Crow AI suitable for Enterprise brands?

Black Crow AI is used by 65 sites in the top 100,000 globally - so this solution is likely suitable for Enterprise scale brands.

Is Littledata suitable for Enterprise brands?

Littledata is used by 39 sites in the top 100,000 globally - so this solution is likely suitable for Enterprise scale brands.

Which marketing tools does Black Crow AI support?

Black Crow AI supports Klaviyo and Attentive.

Which marketing tools does Littledata support?

Littledata supports Google Analytics, Meta Ads, TikTok, Pinterest, Klaviyo, Google Ads, Segment and Attentive.

Who owns Black Crow AI?

Black Crow AI is an independent private company headquartered in New York. Richard Harris is Black Crow AI's CEO.

Who owns Littledata?

Littledata is an independent private company headquartered in London, UK. Edward Upton is Littledata's CEO.