

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.
| Feature | Littledata | Google Sales Channel |
|---|---|---|
| 30 day free trial | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ |
| Fully automatic, no code setup | ✔️ | ✔️ |
| Founder owned and led | ✔️ | |
| Identity resolution to boost audiences | ✔️ | |
| Direct from Shopify's servers | ✔️ | |
| Natively supports Shopify Markets | ✔️ | |
| Automatic tracking of checkout steps | ✔️ |
Littledata offers unique advantages over the Google Sales Channel by providing identity resolution to enhance audience targeting and automatic tracking of checkout steps, which are not features of the Google connector. Additionally, Littledata is founder-led and product-driven, ensuring a focus on modern Shopify tracking needs. Its server-side tracking integrates seamlessly with GA4, Meta Ads, and Klaviyo, offering more robust data collection capabilities. While both options have a 30-day free trial and no-code setup, Littledata's specialized features make it a stronger choice for comprehensive tracking and data collection in eCommerce.
| Littledata | Google Sales Channel | |
|---|---|---|
| Example product review | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." | "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!" |
| 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!" | "Google support is robotic... they keep pointing us to articles after articles to read. This has become such a big headache." |
| Link | Read more reviews |
| Store size | Littledata | Google Sales Channel |
|---|---|---|
| 50 orders / month | $39 | $0 |
| 500 orders / month | $199 | $0 |
| 5,000 orders / month | $449 | $0 |
| 20,000 orders / month | $1390 | $0 |
For an online store with 50 orders, Littledata is 100% more expensive than Google Sales Channel. At 500 orders, both Littledata and Google Sales Channel cost the same, while Littledata is 33% cheaper than the other Littledata option. For 5000 orders, Littledata is 100% more expensive than Google Sales Channel, and 28% cheaper than the other Littledata option. At 20000 orders, Littledata is 100% more expensive than Google Sales Channel, and 74% cheaper than the other Littledata option.
| Destination | Littledata | Google Sales Channel |
|---|---|---|
| Google Analytics | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ |
| Meta Ads | ✔️ | |
| TikTok | ✔️ | |
| ✔️ | ||
| Klaviyo | ✔️ | |
| Segment | ✔️ | |
| Attentive | ✔️ |
Littledata offers a broader range of data destinations, including Meta Ads, TikTok, Pinterest, Klaviyo, Segment, and Attentive, in addition to Google Analytics and Google Ads. This allows for more comprehensive tracking across various marketing platforms. In contrast, Google Sales Channel primarily focuses on Google Analytics and Google Ads, limiting its tracking capabilities to these two destinations. Therefore, Littledata is better suited for brands seeking extensive integration with multiple marketing tools, while Google Sales Channel is more streamlined, focusing on Google's ecosystem.
| Feature | Littledata | Google Sales Channel |
|---|---|---|
| Product list views & clicks | ||
| Tracks products list as you scroll | ✔️ | |
| Tracks clicks on product list | ✔️ | |
| Consistent product identifier in GA4 | ✔️ | |
| Add to Cart | ||
| Tracked server-side | ✔️ | |
| Enriched product info | ✔️ | |
| Tracks remove from cart | ✔️ | |
| Tracked client-side | ✔️ | |
| Checkout steps | ||
| Tracked direct from Shopify's servers | ✔️ | |
| Compatible with checkout extensibility | ✔️ | |
| Compatible with accelerated checkouts | ✔️ | |
| Tracks all checkout steps | ✔️ | |
| Tracked via checkout page | ✔️ | |
| Purchase | ||
| 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 | ✔️ | |
| Tracked via thank you page | ✔️ | |
Littledata's server-side purchase and checkout tracking offers superior accuracy and reliability compared to direct Shopify tracking and Google Sales Channel. By tracking purchases server-side, Littledata ensures 100% accuracy, capturing all post-purchase upsells, recurring orders, and refunds. It also allows for filtering by sales channel and provides user-provided data for enhanced attribution. The checkout tracking captures all steps server-side, ensuring no data loss, and is compatible with checkout extensibility and accelerated checkouts. In contrast, Google Sales Channel relies on tracking via the thank you and checkout pages, which can lead to data gaps and inaccuracies. Littledata's comprehensive approach ensures a more complete and reliable analytics setup for Shopify Plus brands.
| Feature | Littledata | Google Sales Channel |
|---|---|---|
| Google Ads Conversions | ||
| Tracked direct from Shopify's servers | ✔️ | |
| Real-time tracking of Enhanced Conversions | ✔️ | |
| Fully automatic setup | ✔️ | |
| New vs Returning customer conversions | ✔️ | |
