
Gobot helps identify anonymous store visitors and retarget abandoners via email & SMS

Retention.com's identity resolution software helps Shopify merchants recover lost shoppers and increase Klaviyo flow revenue.
| Feature | Gobot | Retention.com | Littledata |
|---|---|---|---|
| Identity resolution to boost audiences | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Works with platforms other than Shopify | ✔️ | ||
| 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 | ✔️ |
Gobot and Retention.com both offer identity resolution and customer data integration with marketing platforms, focusing on recovering lost shoppers. Gobot specializes in retargeting through email and SMS, while Retention.com supports multiple platforms beyond Shopify and emphasizes Klaviyo revenue recovery. Littledata stands out with its 30-day free trial, founder-led approach, server-side tracking, and fully automatic, no-code setup, along with automatic tracking of checkout steps, providing a more comprehensive and user-friendly solution for ecommerce managers.
| Gobot | Retention.com | Littledata | |
|---|---|---|---|
| Example product review | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." | ||
| Example support review | "Unfortunately, the team... very high employee turnover; it can be really frustrating to have to re-explain things to new reps." | "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 | Gobot | Retention.com | Littledata |
|---|---|---|---|
| 50 orders / month | $ | $500 | $39 |
| 500 orders / month | $ | $500 | $199 |
| 5,000 orders / month | $ | $2000 | $449 |
| 20,000 orders / month | $ | $5000 | $1390 |
| Destination | Gobot | Retention.com | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | ✔️ |
| Attentive | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ||
| Meta Ads | ✔️ | ||
| TikTok | ✔️ | ||
| ✔️ | |||
| Google Ads | ✔️ | ||
| Segment | ✔️ |
Gobot's data destinations focus on integrating customer interactions and behaviors directly into Klaviyo and Attentive for personalized marketing automation. Retention.com also integrates with Klaviyo but emphasizes capturing and utilizing first-party data for customer retention strategies.
Littledata, on the other hand, offers a broader range of data destinations, including Google Analytics, Meta Ads, TikTok, Pinterest, Google Ads, and Segment, in addition to Klaviyo and Attentive. This allows for comprehensive tracking and analysis across multiple platforms, enhancing overall marketing effectiveness and insights.
| Feature | Gobot | Retention.com | Littledata |
|---|---|---|---|
| Identity resolution | |||
| Docs on how an end-user can opt out for GDPR / CCPA | ✔️ | ||
| Never adds new emails to your marketing list | ✔️ | ||
| Uses other marketing channel cookies to boost identity | ✔️ | ||
| Backstitches Klaviyo profile onto previous customer events | ✔️ | ||
| Viewed Product trigger | |||
| Backwards compatible with Klaviyo templates | ✔️ | ✔️ | |
| Tracked client-side | ✔️ | ||
| Tracked server-side | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Added to Cart trigger | |||
| Unreliable tracking of button clicks | ✔️ | ✔️ | |
| Backwards compatible with Klaviyo templates | ✔️ | ✔️ | |
| Reliable via Shopify's servers | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Target the whole contents of the cart | ✔️ | ||
| Checkout Started trigger | |||
| Tracked via the checkout page | ✔️ | ✔️ | |
| Backwards compatible with Klaviyo templates | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ||
