BlackCrow's machine learning is designed to understand your most valuable customers and help you acquire more of them.
Gobot helps identify anonymous store visitors and retarget abandoners via email & SMS
Feature | Black Crow AI | Gobot | Littledata |
---|---|---|---|
Identity resolution to boost audiences | ✔️ | ✔️ | ✔️ |
Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
30 day free trial | ✔️ | ✔️ | |
Server-side tracking | ✔️ | ✔️ | |
Works with platforms other than Shopify | ✔️ | ||
Founder owned and led | ✔️ | ||
Fully automatic, no code setup | ✔️ | ||
Automatic tracking of checkout steps | ✔️ | ||
No-code setup for Shopify Hydrogen | ✔️ |
Black Crow AI offers a comprehensive machine learning approach to identify valuable customers and enhance audience targeting, alongside server-side tracking and integration with various platforms. Gobot focuses on identifying anonymous visitors and retargeting abandoners through email and SMS, lacking server-side tracking. Littledata stands out with its fully automatic, no-code setup and automatic tracking of checkout steps, providing a more streamlined experience. While both Black Crow AI and Gobot offer identity resolution and customer data integration, Littledata's ease of use and additional tracking capabilities give it an edge in optimizing ecommerce performance.
Black Crow AI | Gobot | Littledata | |
---|---|---|---|
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!" | |
Link | Read more reviews |
Store size | Black Crow AI | Gobot | Littledata |
---|---|---|---|
50 orders / month | $500 | $ | $39 |
500 orders / month | $500 | $ | $149 |
5,000 orders / month | $1500 | $ | $349 |
20,000 orders / month | $5000 | $ | $799 |
Destination | Black Crow AI | Gobot | Littledata |
---|---|---|---|
Klaviyo | ✔️ | ✔️ | ✔️ |
Attentive | ✔️ | ✔️ | ✔️ |
Postscript | ✔️ | ||
Yotpo Email & SMS | ✔️ | ||
Google Analytics | ✔️ | ||
Meta Ads | ✔️ | ||
TikTok | ✔️ | ||
✔️ | |||
Google Ads | ✔️ | ||
Segment | ✔️ |
Black Crow AI focuses on integrating with Klaviyo and Attentive for personalized marketing automation, primarily targeting email and SMS campaigns. Gobot expands its reach by including Postscript for SMS marketing and Yotpo for customer reviews, enhancing customer engagement across multiple channels. Littledata offers a broader analytics approach, integrating with platforms like Google Analytics, Meta Ads, TikTok, and Pinterest, in addition to Klaviyo and Attentive, allowing for comprehensive tracking and insights across various marketing channels. This makes Littledata more suited for in-depth analytics and multi-channel marketing strategies.
Feature | Black Crow AI | Gobot | Littledata |
---|---|---|---|
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 | ✔️ | ✔️ | |
Tracked client-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 | ✔️ | ✔️ | |
Unreliable tracking of button clicks | ✔️ | ||
Target the whole contents of the cart | ✔️ | ||
Checkout Started trigger | |||
Direct from Shopify's servers | ✔️ | ✔️ | |
Backwards compatible with Klaviyo templates | ✔️ | ✔️ | |
Tracked via the checkout page | ✔️ |