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

Aimerce claims to be the easiest way to capture more high-quality customer data
| Feature | Gobot | Aimerce | Littledata |
|---|---|---|---|
| Identity resolution to boost audiences | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Both Gobot and Aimerce offer identity resolution and customer data routing to marketing platforms, similar to Littledata. However:
Gobot focuses primarily on retargeting anonymous visitors via email & SMS, making it more of a retargeting tool than a comprehensive data collection solution. It lacks server-side data capture, limiting event enrichment and visibility into the full customer journey.
Aimerce is closer to Littledata — no-code, founder-led, and server-side via Shopify's servers. However, it lacks native Shopify Markets support and automatic checkout step tracking, which matter for international Shopify Plus brands.
Littledata wins because:
| Gobot | Aimerce | Littledata | |
|---|---|---|---|
| Example product review | "Aimerce has been a total game-changer for our ad campaigns. The setup was incredibly easy, and we saw immediate improvements in both ad performance and event tracking accuracy." | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." | |
| Example support review | "Aimerce's customer service is non-existent... no response to inquiries, leaving us frustrated and unsupported." | "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 | Aimerce | Littledata |
|---|---|---|---|
| 50 orders / month | $ | $299 | $39 |
| 500 orders / month | $ | $299 | $199 |
| 5,000 orders / month | $ | $499 | $449 |
| 20,000 orders / month | $ | $1799 | $1390 |
| Destination | Gobot | Aimerce | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | ✔️ |
| Attentive | ✔️ | ✔️ | |
| Meta Ads | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ||
| TikTok | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Microsoft Ads | ✔️ |
Gobot (Klaviyo, Attentive) focuses exclusively on owned marketing channels — email and SMS retention. No paid media destinations.
Aimerce (Klaviyo, Meta, Google Ads) bridges retention + paid acquisition, enabling enriched audience targeting and ad optimization alongside email.
Littledata offers the broadest coverage — analytics, paid media, and owned channels — making it the most comprehensive server-side tracking stack. It's the only option covering full attribution across analytics (GA4), major ad platforms, affiliate/social (TikTok, Pinterest), and retention tools simultaneously.
Bottom line: If you need end-to-end server-side tracking across your entire marketing stack rather than point solutions, Littledata is the clear frontrunner. Gobot and Aimerce serve narrower use cases.
| Feature | Gobot | Aimerce | Littledata |
|---|---|---|---|
| Identity resolution | |||
| Uses other marketing channel cookies to boost identity | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Docs on how an end-user can opt out for GDPR / CCPA | ✔️ | ||
| Never adds new emails to your marketing list | ✔️ | ||
| Backstitches Klaviyo profile onto previous customer events | ✔️ | ||
| Viewed Product trigger | |||
| Tracked client-side | ✔️ | ||
| Tracked server-side | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Backwards compatible with Klaviyo templates | ✔️ | ||
| Added to Cart trigger | |||
| Unreliable tracking of button clicks | ✔️ | ✔️ | |
| Reliable via Shopify's servers | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Backwards compatible with Klaviyo templates | ✔️ | ||
| Target the whole contents of the cart | ✔️ | ||
| Checkout Started trigger | |||
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Tracked via the checkout page | ✔️ | ||
| Backwards compatible with Klaviyo templates | ✔️ | ||
