Littledata vs Black Crow AI
Is Littledata or Black Crow AI a better data solution for Shopify brands?
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
What is Black Crow AI?
BlackCrow's machine learning is designed to understand your most valuable customers and help you acquire more of them.
Make the move to Littledata
Founder-led. Strong product. Pay less.
| Feature | Littledata | Black Crow AI |
|---|---|---|
| 30 day free trial | ✔️ | ✔️ |
| Identity resolution to boost audiences | ✔️ | ✔️ |
| Server-side tracking | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ |
| Founder owned and led | ✔️ |  |
| Fully automatic, no code setup | ✔️ | |
| Automatic tracking of checkout steps | ✔️ | |
| No-code setup for Shopify Hydrogen | ✔️ | |
| Works with platforms other than Shopify | | ✔️ |
Littledata offers a fully automatic, no-code setup specifically designed for Shopify, allowing for quick installation in under 10 minutes without needing a development team. It features automatic tracking of checkout steps and integrates seamlessly with GA4, Meta Ads, and Klaviyo. In contrast, Black Crow AI, while also providing identity resolution and server-side tracking, is not exclusively tailored for Shopify and focuses on machine learning for customer acquisition. Littledata's founder-led approach and Shopify-specific features give it an edge in ease of use and tailored functionality for Shopify brands.
Reviews comparison
Littledata vs Black Crow AI's customer reviews
| Littledata | Black Crow AI | |
|---|---|---|
| Example product review | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." | "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." |
| Example support review | "Customer support is absolutely amazing... you can never go wrong when an app does what it says and tacks on great service!" | "Customer support is lacking, and responses are slow... not what I expected from a company of this caliber." |
| Link | Read more reviews |
Cost comparison
Littledata vs Black Crow AI's monthly subscription cost
| Store size | Littledata | Black Crow AI |
|---|---|---|
| 50 orders / month | $39 | $500 |
| 500 orders / month | $149 | $500 |
| 5,000 orders / month | $349 | $1500 |
| 20,000 orders / month | $799 | $5000 |
For an online store with 50 orders per month, Black Crow AI is approximately 1185% more expensive than Littledata. At 500 orders, all options are equal at $149. For 5000 orders, Black Crow AI is about 329% more expensive than Littledata. Finally, at 20,000 orders, Black Crow AI costs around 526% more than Littledata. Overall, Littledata consistently offers a lower price, while Black Crow AI significantly increases in cost as order volume rises.
Supported data destinations
| Destination | Littledata | Black Crow AI |
|---|---|---|
| Klaviyo | ✔️ | ✔️ |
| Attentive | ✔️ | ✔️ |
| Google Analytics | ✔️ | |
| Meta Ads | ✔️ | |
| TikTok | ✔️ | |
| ✔️ | | |
| Google Ads | ✔️ | |
| Segment | ✔️ | |
Littledata offers a broader range of data destinations, including Google Analytics, Meta Ads, TikTok, Pinterest, Google Ads, and Segment, in addition to Klaviyo and Attentive. This allows for comprehensive tracking across multiple platforms, enhancing data integration and analysis. In contrast, Black Crow AI focuses primarily on Klaviyo and Attentive, which may limit its tracking capabilities to email and SMS marketing. Thus, Littledata provides a more extensive solution for multi-channel tracking, while Black Crow AI specializes in optimizing customer engagement through specific marketing channels.
Klaviyo comparison
Littledata vs Black Crow AI's solution for Klaviyo
| Feature | Littledata | Black Crow AI |
|---|---|---|
| Identity resolution | ||
| Never adds new emails to your marketing list | ✔️ | ✔️ |
| Docs on how an end-user can opt out for GDPR / CCPA | ✔️ | |
| Uses other marketing channel cookies to boost identity | ✔️ | |
| Backstitches Klaviyo profile onto previous customer events | ✔️ | |
| Viewed Product trigger | ||
| Tracked server-side | ✔️ | ✔️ |
| Enriched product info (e.g. category) | ✔️ | |
| Backwards compatible with Klaviyo templates | ✔️ | |
| 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 cart | ✔️ | |
| Checkout Started trigger | ||
| Direct from Shopify's servers | ✔️ | ✔️ |
| Backwards compatible with Klaviyo templates | ✔️ | ✔️ |
Littledata offers comprehensive tracking that enhances customer identity by utilizing cookies from other marketing channels, which improves data accuracy. It also backstitches Klaviyo profiles to previous customer events, providing a complete view of customer interactions. Unlike Black Crow AI, which only ensures no new emails are added to your marketing list, Littledata's approach allows for better segmentation and targeting based on historical data. Additionally, Littledata provides clear documentation for GDPR/CCPA compliance, ensuring that user privacy is respected while maintaining robust tracking capabilities. This makes Littledata a more effective choice for integrating Shopify with Klaviyo.
