
Say goodbye to siloed and inaccurate data that is slowing you down. Centralize your analytics, sales and marketing platform data, enabling faster, data-driven decisions.

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 | Upstack Data | Google Sales Channel | Littledata |
|---|---|---|---|
| 30 day free trial | ✔️ | ✔️ | ✔️ |
| Fully automatic, no code setup | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| Proprietary attribution model | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Upstack Data offers advanced marketing reporting and a proprietary attribution model, enhancing data accuracy and decision-making. Its focus on centralizing analytics from various platforms sets it apart. Google Sales Channel provides a built-in connector for Analytics and Ads, but lacks advanced reporting features. Littledata excels with server-side tracking and automatic checkout step tracking, providing deeper insights and better audience targeting. While all three offer a 30-day free trial and no-code setup, Littledata's comprehensive tracking capabilities give it an edge in optimizing customer journeys and data accuracy.
| Upstack Data | Google Sales Channel | Littledata | |
|---|---|---|---|
| Example product review | "After testing a number of platforms...absolutely no regrets. Michael has a truly deep technical knowledge...Event Quality Match scores in meta increase, adding reliable NC purchase, NC CPA and NC ROAS metrics in ad manager is massively helpful as we're very focused on optimizing for NC..." | "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!" | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." |
| Example support review | "Support is second to none... any issues we've had Michael has arranged a call immediately to diagnose the issue." | "Google support is robotic... they keep pointing us to articles after articles to read. This has become such a big headache." | "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 | Upstack Data | Google Sales Channel | Littledata |
|---|---|---|---|
| 50 orders / month | $299 | $0 | $39 |
| 500 orders / month | $299 | $0 | $199 |
| 5,000 orders / month | $599 | $0 | $449 |
| 20,000 orders / month | $999 | $0 | $1390 |
For an online store with 50 orders, Upstack Data is 664% more expensive than Littledata, while Google Sales Channel is free. At 500 orders, Upstack Data and Google Sales Channel are equal at $299, while Littledata is 50% cheaper. With 5000 orders, Upstack Data is 71% more than Littledata, while Google Sales Channel remains free. At 20000 orders, Upstack Data is 25% cheaper than Littledata, with Google Sales Channel still at no cost.
| Destination | Upstack Data | Google Sales Channel | Littledata |
|---|---|---|---|
| Google Ads | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Klaviyo | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ✔️ | |
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ |
Upstack Data focuses on integrating various marketing platforms like Meta Ads, TikTok, Klaviyo, and Google Ads, allowing for tailored tracking and insights across multiple channels. Google Sales Channel primarily emphasizes Google Analytics and Google Ads, providing a more streamlined approach for businesses heavily invested in Google's ecosystem. Littledata offers a broader range of destinations, including Google Analytics, Meta Ads, TikTok, Pinterest, Klaviyo, Google Ads, Segment, and Attentive, enabling comprehensive tracking across diverse platforms. This flexibility allows brands to gather insights from multiple sources, enhancing their marketing strategies.
| Feature | Upstack Data | Google Sales Channel | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Real-time tracking of Enhanced Conversions | ✔️ | ✔️ | |
| Fully automatic setup | ✔️ | ✔️ | |
| Tracked direct from Shopify's servers | ✔️ | ||
| New vs Returning customer conversions | ✔️ | ||
