
Shopify has a built in free connector for Analytics and Ads as part of the Google & YouTube Sales Channel. This was built in 2023 and is maintained by Shopify.

Stape is your all-in-one solution for server-side data tracking. Industry leaders and top companies choose us to boost data quality and marketing ROI while maintaining security compliance.
| Feature | Google Sales Channel | Stape | Littledata |
|---|---|---|---|
| Customer data to marketing platforms | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Via server-side Google Tag Manager | ✔️ | ||
| Identity resolution to boost audiences | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Google Sales Channel offers a seamless, no-code setup for Shopify users, integrating customer data with Google Analytics and Ads, but is limited to Shopify. Stape provides server-side tracking and works with multiple platforms, enhancing data quality and compliance, but lacks the automatic features of Google Sales Channel. Littledata combines the strengths of both, offering a 30-day free trial, founder-led support, identity resolution, and automatic tracking of checkout steps, making it a more comprehensive solution for data tracking and marketing integration across various platforms.
| Google Sales Channel | Stape | Littledata | |
|---|---|---|---|
| Example product review | "I have an online store that sells home decor products, but Google says that I sell products with adult content. It says I have policy issues and missing shipping information, but it's not specific or provides any further information, so it's impossible to fix without knowing what's wrong. What a nightmare!" | "Stape Server GTM is difficult to configure without technical expertise, and after multiple attempts, I was still unable to get it working." | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." |
| Example support review | "Google support is robotic... they keep pointing us to articles after articles to read. This has become such a big headache." | "Although the app is free, I cannot recommend it based on my experience." | "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 | Google Sales Channel | Stape | Littledata |
|---|---|---|---|
| 50 orders / month | $0 | $40 | $39 |
| 500 orders / month | $0 | $40 | $199 |
| 5,000 orders / month | $0 | $150 | $449 |
| 20,000 orders / month | $0 | $400 | $1390 |
For 50 orders, Stape is 100% more expensive than Littledata. At 500 orders, Littledata costs 100% more than Stape, while both Stape and Google Sales Channel are free. For 5000 orders, Stape is 43% cheaper than Littledata. At 20000 orders, Stape is 50% cheaper than Littledata. Overall, Google Sales Channel remains free across all order volumes, while Stape and Littledata show varying price differences, with Stape generally being less expensive at higher order volumes.
| Destination | Google Sales Channel | Stape | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Klaviyo | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| ✔️ | ✔️ | ||
| Segment | ✔️ |
Google Sales Channel primarily focuses on integrating Shopify with Google services, allowing data to flow to Google Analytics and Google Ads for performance tracking and advertising. In contrast, Stape and Littledata offer broader data destination options, integrating with multiple platforms like Meta Ads, TikTok, Klaviyo, and Pinterest, enabling more comprehensive marketing insights and audience targeting. Stape and Littledata provide enhanced flexibility for tracking across various channels, while Google Sales Channel is more limited to Google’s ecosystem.
| Feature | Google Sales Channel | Stape | Littledata |
|---|---|---|---|
| Product list views & clicks | |||
| Consistent product identifier in GA4 | ✔️ | ✔️ | |
| Tracks products list as you scroll | ✔️ | ||
| Tracks clicks on product list | ✔️ | ||
| Add to Cart | |||
| Tracked client-side | ✔️ | ✔️ | |
| Tracked server-side | ✔️ | ||
| Enriched product info | ✔️ | ||
| Tracks remove from cart | ✔️ | ||
| Checkout steps | |||
| Tracked via checkout page | ✔️ | ✔️ | |
| Tracked direct from Shopify's servers | ✔️ | ||
| Compatible with checkout extensibility | ✔️ | ||
| Compatible with accelerated checkouts | ✔️ | ||
| Tracks all checkout steps | ✔️ | ||
| Purchase | |||
| Tracked via thank you page | ✔️ | ✔️ | |
| Direct from Shopify for 100% accuracy | ✔️ | ||
| Includes post-purchase upsells | ✔️ | ||
| Includes recurring orders | ✔️ | ||
| Filter orders by sales channel | ✔️ | ||
| Includes refunds | ✔️ | ||
| User-provided data for improved attribution | ✔️ | ||
| Custom mapping to a source / medium | ✔️ | ||
Littledata's purchase and checkout tracking offers superior accuracy and comprehensive data collection compared to Google Sales Channel and Stape. Its server-side tracking ensures 100% accuracy, capturing all purchase events, including post-purchase upsells and recurring orders. Unlike Google Sales Channel and Stape, which rely on thank you and checkout pages, Littledata tracks all steps server-side, providing a complete view of the customer journey. Additionally, it includes user-provided data for enhanced attribution and allows for custom mapping to source/medium. This level of detail and flexibility makes Littledata a more robust solution for tracking Shopify users and purchases in Google Analytics.
| Feature | Google Sales Channel | Stape | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Unreliable tracking via thank you page | ✔️ | ||
| Tracked direct from Shopify's servers | ✔️ | ||
| Real-time tracking of Enhanced Conversions | ✔️ | ||
| Fully automatic setup | ✔️ | ||
| New vs Returning customer conversions | ✔️ | ||
