Blotout focuses on restoring marketing signals in a post-cookie world, emphasizing identity resolution and server-side tracking. It integrates with various platforms beyond Shopify. Upstack Data offers a proprietary attribution model and centralizes analytics for faster decision-making, also featuring identity resolution and server-side tracking.

Littledata stands out with its automatic tracking of checkout steps, enhancing user experience and data accuracy. It shares features like a 30-day free trial, identity resolution, and no-code setup, making it a comprehensive solution for eCommerce managers seeking streamlined data collection and analysis.

For an online store with 50 orders, Blotout is 28% more expensive than Littledata, while Upstack Data is 666% more expensive than Blotout. At 500 orders, Blotout and Upstack Data are equal, but Littledata is 40% cheaper than both. With 5000 orders, Blotout is 38% more than Littledata, while Upstack Data is 71% cheaper than Blotout. At 20000 orders, Blotout is 213% more than Upstack Data, and Littledata is 32% more than Upstack Data.

Blotout focuses on a broader range of data destinations, including Postscript and Attentive, which cater to SMS marketing and customer engagement. Upstack Data offers a more streamlined selection, emphasizing Meta Ads, TikTok, and Google Ads, which are key for social media advertising. Littledata provides a comprehensive suite, including Pinterest and Segment, enhancing analytics and marketing capabilities across various platforms. Overall, Blotout supports more diverse marketing channels, while Upstack Data and Littledata focus on specific advertising and analytics needs.

Littledata offers unique advantages for tracking customers from Shopify to Klaviyo. Its comprehensive documentation on GDPR/CCPA opt-out ensures compliance, which is crucial for data privacy. Unlike Blotout and Upstack Data, Littledata enhances customer identity by utilizing cookies from other marketing channels, providing a more holistic view of customer behavior. Additionally, it backstitches Klaviyo profiles to previous customer events, allowing for richer historical data integration. This capability helps in creating more personalized marketing strategies, setting Littledata apart from the competition, which primarily focuses on preventing new emails from being added to marketing lists without offering the same depth of customer insights.