
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.
Addingwell is a fully-managed GTM server-side hosting + tooling (monitoring, adblocker bypass, Safari resilience) to improve data quality, performance and governance.
| Feature | Google Sales Channel | Addingwell | Littledata |
|---|---|---|---|
| Customer data to marketing platforms | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Server-side tracking | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Founder owned and led | ✔️ | ||
| Identity resolution to boost audiences | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| No-code setup for Shopify Hydrogen | ✔️ |
Google Sales Channel offers a seamless integration with Shopify, providing customer data to marketing platforms with a no-code setup and a 30-day free trial. However, it is limited to Shopify. Addingwell enhances data quality through server-side tracking and supports multiple platforms, but lacks the ease of setup. Littledata combines the strengths of both, offering server-side tracking, identity resolution, and automatic checkout tracking, along with a free trial and a founder-led approach. This makes Littledata a more versatile choice for comprehensive data management across various platforms.
| Google Sales Channel | Addingwell | 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!" | Setup took just a few seconds, and it works right away. All my pixels from GTM are now server-side and perfectly connected. So much money saved on ads. | "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." | The support was very fast to answer our questions and super helpful. Just be careful to check that the events don't trigger twice. | "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 | Addingwell | Littledata |
|---|---|---|---|
| 50 orders / month | $0 | $90 | $39 |
| 500 orders / month | $0 | $90 | $199 |
| 5,000 orders / month | $0 | $130 | $449 |
| 20,000 orders / month | $0 | $400 | $1390 |
For an online store with 50 orders, Addingwell is 230% more expensive than Littledata. At 500 orders, Addingwell is 0% (free) while Littledata costs 100%. For 5000 orders, Addingwell is 37% cheaper than Littledata. At 20000 orders, Addingwell is 50% cheaper than Littledata. Overall, Google Sales Channel remains free across all order volumes, while Addingwell's costs vary significantly, peaking at 400% more than Littledata at the highest order volume.
| Destination | Google Sales Channel | Addingwell | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| ✔️ | ✔️ | ||
| Snap | ✔️ | ||
| Klaviyo | ✔️ | ||
| Segment | ✔️ | ||
| Attentive | ✔️ |
Google Sales Channel primarily focuses on integrating Shopify with Google services, allowing data to flow into Google Analytics and Google Ads for performance tracking and advertising optimization. In contrast, Addingwell offers a broader range of data destinations, including Meta Ads, TikTok, Pinterest, and Snap, enabling more diverse marketing strategies across multiple platforms. Littledata expands on this by integrating with additional services like Klaviyo, Segment, and Attentive, providing a more comprehensive view of customer interactions and marketing effectiveness. This allows for enhanced tracking and analytics across various channels, catering to a wider array of marketing needs.
| Feature | Google Sales Channel | Addingwell | Littledata |
|---|---|---|---|
| Product list views & clicks | |||
| Tracks products list as you scroll | ✔️ | ||
| Tracks clicks on product list | ✔️ | ||
| Consistent product identifier in GA4 | ✔️ | ||
| Add to Cart | |||
| Tracked client-side | ✔️ | ✔️ | |
| Tracked server-side | ✔️ | ||
| Enriched product info | ✔️ | ||
| Tracks remove from cart | ✔️ | ||
| Checkout steps | |||
| Tracked via checkout page | ✔️ | ✔️ | |
| Tracks checkout started only | ✔️ | ||
| Tracked direct from Shopify's servers | ✔️ | ||
| Compatible with checkout extensibility | ✔️ | ||
| Compatible with accelerated checkouts | ✔️ | ||
| Purchase | |||
| Tracked via thank you page | ✔️ | ✔️ | |
| Tracked server side 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 Addingwell. With server-side tracking, Littledata ensures 100% accuracy, capturing all purchase events, including post-purchase upsells and recurring orders. It filters orders by sales channel and includes refunds, enhancing attribution with user-provided data. In contrast, Google Sales Channel and Addingwell rely on tracking via the thank you page, which can miss critical data. Additionally, Littledata's checkout tracking captures all steps server-side and is compatible with checkout extensibility and accelerated checkouts, providing a more complete view of user behavior and purchase journeys. This results in better insights and more effective marketing strategies.
| Feature | Google Sales Channel | Addingwell | 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 | ✔️ | ||
