Addingwell is a fully-managed GTM server-side hosting + tooling (monitoring, adblocker bypass, Safari resilience) to improve data quality, performance and governance.

Gobot helps identify anonymous store visitors and retarget abandoners via email & SMS
| Feature | Addingwell | Gobot | Littledata |
|---|---|---|---|
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Customer data to marketing platforms | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Via server-side Google Tag Manager | ✔️ | ||
| 30 day free trial | ✔️ | ||
| Founder owned and led | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| Fully automatic, no code setup | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Addingwell focuses on server-side Google Tag Manager hosting and tooling for data quality and performance, making it versatile across platforms. Gobot specializes in identity resolution and retargeting anonymous visitors through email and SMS. Littledata stands out with its 30-day free trial, founder-led approach, and fully automatic, no-code setup, offering both identity resolution and server-side tracking. Additionally, it automatically tracks checkout steps, providing a comprehensive solution for ecommerce data collection and tracking that enhances user experience and marketing effectiveness.
| Addingwell | Gobot | Littledata | |
|---|---|---|---|
| Example product review | 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 | 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 | Addingwell | Gobot | Littledata |
|---|---|---|---|
| 50 orders / month | $90 | $ | $39 |
| 500 orders / month | $90 | $ | $199 |
| 5,000 orders / month | $130 | $ | $449 |
| 20,000 orders / month | $400 | $ | $1390 |
| Destination | Addingwell | Gobot | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | |
| Meta Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| ✔️ | ✔️ | ||
| Klaviyo | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| Snap | ✔️ | ||
| Segment | ✔️ |
Addingwell focuses on advertising platforms like Google Ads, Meta Ads, TikTok, Pinterest, and Snap, optimizing ad performance and tracking conversions. Gobot, on the other hand, targets customer engagement through email and SMS marketing with Klaviyo and Attentive, enhancing communication and retention. Littledata combines both approaches, offering a broader range of destinations that include advertising platforms and marketing tools like Klaviyo and Segment, allowing for comprehensive tracking and analytics across both advertising and customer engagement channels.
