
Server-side tracking and session enrichment for Shopify. Works for Facebook, Instagram, Klaviyo, Google Ads, TikTok & Pinterest.

Blotout restores your marketing signals in the post-cookie world. Your returning customers are showing up as anonymous and Blotout aims to identify them.
| Feature | TrackBee | Blotout | Littledata |
|---|---|---|---|
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Direct from Shopify's servers | ✔️ | ✔️ | ✔️ |
| 30 day free trial | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
TrackBee vs Blotout
Both are founder-led and send customer data to marketing platforms directly from Shopify's servers. TrackBee edges ahead for ease of use with its no-code setup and 30-day free trial, covering major ad platforms (Meta, Google, TikTok, Pinterest, Klaviyo). Blotout differentiates through identity resolution — identifying anonymous returning customers post-cookie — and works beyond Shopify, making it stronger for multi-platform brands.
Where Littledata wins over both:
Littledata combines the strengths of each competitor while filling critical gaps:
For a Shopify Plus brand scaling internationally and needing complete funnel visibility, Littledata offers the most comprehensive out-of-the-box solution.
How TrackBee and Blotout collect, enrich and control Shopify tracking data
| Capability | TrackBee | Blotout | Littledata |
|---|---|---|---|
| Setup and maintenance | |||
| Turnkey setup; no implementation cost | ✔️ | ✔️ | ✔️ |
| Zero ongoing maintenance | ✔️ | ✔️ | ✔️ |
| No-code setup (no GTM required) | ✔️ | ✔️ | ✔️ |
| Data and tracking features | |||
| Server-side tracking | ✔️ | ✔️ | ✔️ |
| No-code setup (no GTM required) | ✔️ | ✔️ | |
| Session Enrichment | ✔️ | ✔️ | |
| Persistent ID | ✔️ | ✔️ | |
| Bot protection | ✔️ | ✔️ | |
| Shop app & Shop Pay | ✔️ | ✔️ | |
| Event Editor | ✔️ | ||
| Profit signal | ✔️ | ||
| Unlimited Shopify Markets | ✔️ | ||
| Headless / Hydrogen support | ✔️ | ||
| Subscription app tracking | ✔️ | ||
| Privacy / consent app compatible | ✔️ | ||
TrackBee vs Blotout's customer reviews
| TrackBee | Blotout | Littledata | |
|---|---|---|---|
| Example product review | "Great tool, use it several month to enrich my tracking data to increase performance. It works well... Finally my tracking is accurate, also performance increased!" | "After using Blotout for a couple months, we decided to drop them... Blotout was taking credit for a lot of Klaviyo pixel events that would’ve happened anyway... Event match quality in Facebook was marginally better, but I don’t think it warrants the cost or complexity." | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." |
| Example support review | "Customer support is non-existent, and responses take forever... very frustrating experience." | "It took weeks to get a reply regarding a refund... it seems they grew too fast to keep up with customer service." | "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 | Read more reviews | Read more reviews |
TrackBee vs Blotout's monthly subscription cost
| Store size | TrackBee | Blotout | Littledata |
|---|---|---|---|
| 50 orders / month | $87 | $79 | $39 |
| 500 orders / month | $186 | $400 | $175 |
| 5,000 orders / month | $494 | $1980 | $540 |
| 20,000 orders / month | $1401 | $5000 | $1390 |
Sources: TrackBee pricing, Blotout pricing, Littledata pricing. Prices last verified August 13, 2026.
| Destination | TrackBee | Blotout | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Klaviyo | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| TikTok | ✔️ | ✔️ | |
| ✔️ | ✔️ | ||
| Microsoft Ads | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| Snap | ✔️ | ||
| Segment | ✔️ |
The main differences:
TrackBee includes Snap as a unique destination not offered by the others, making it strongest for Snapchat advertisers.
Blotout includes Attentive but lacks TikTok, Pinterest, Snap, and Microsoft Ads — the most limited destination set overall.
Littledata is the only one offering Segment (a major data pipeline/CDP), plus Attentive, giving it an edge for brands with more complex data stacks. It matches TrackBee's breadth but swaps Snap for Segment and Attentive.
Bottom line: Littledata wins on CDP/SMS flexibility, TrackBee wins for Snapchat coverage, and Blotout has the narrowest reach.
TrackBee vs Blotout's solution for Google Analytics
| Feature | TrackBee | Blotout | Littledata |
|---|---|---|---|
| Product list views & clicks | |||
| Tracks products list as you scroll | ✔️ | ||
| Tracks clicks on product list | ✔️ | ||
| Consistent product identifier in GA4 | ✔️ | ||
| Add to Cart | |||
| Tracked client-side (missing ~50%) | ✔️ | ✔️ | |
| Tracked server-side | ✔️ | ||
| Enriched product info | ✔️ | ||
| Tracks remove from cart | ✔️ | ||
| Checkout steps | |||
| Direct from Shopify servers | ✔️ | ||
| Compatible with accelerated checkouts | ✔️ | ||
| Tracks all checkout steps | ✔️ | ||
| Purchase | |||
| Direct from Shopify servers | ✔️ | ✔️ | ✔️ |
| Includes post-purchase upsells | ✔️ | ||
| Includes recurring orders | ✔️ | ||
| Filter orders by sales channel | ✔️ | ||
| Includes refunds | ✔️ | ||
| User-provided data for improved attribution | ✔️ | ||
| Includes net revenue / profit | ✔️ | ||
TrackBee vs Blotout's solution for Klaviyo
| Feature | TrackBee | Blotout | Littledata |
|---|---|---|---|
| Identity resolution | |||
| Uses other marketing channel cookies to boost identity | ✔️ | ✔️ | |
| Never adds emails to your list without consent | ✔️ | ✔️ | |
| Backstitches Klaviyo profile onto previous customer events | ✔️ | ||
| Klaviyo Preferred Partner | ✔️ | ||
| Viewed Product trigger | |||
| Tracked server-side | ✔️ | ✔️ | |
| Uses other marketing channel cookies to boost identity | ✔️ | ||
| Tracked client-side | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Backwards compatible with Klaviyo templates | ✔️ | ||
| Added to Cart trigger | |||
| Unreliable tracking of button clicks | ✔️ | ||
| Direct from Shopify servers | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Backwards compatible with Klaviyo templates | ✔️ | ||
| Target the whole contents of the cart | ✔️ | ||
| Checkout Started trigger | |||
| Tracked via the checkout page | ✔️ | ||
| Direct from Shopify servers | ✔️ | ||
| Backwards compatible with Klaviyo templates | ✔️ | ||
TrackBee uses cross-channel cookies to boost identity resolution, helping match more customers across touchpoints. However, it doesn't send data directly from Shopify servers, meaning you'll face inflated Active Profiles, manual checkout event tagging, and Product Viewed capturing under 50% of identified customers.
Blotout protects consent by never adding emails without permission, which is valuable for compliance. However, it shares the same server-side limitations as TrackBee, resulting in the same three disadvantages.
Littledata outperforms both: it never adds emails to your marketing list unsolicited, uses cross-channel cookies for identity boosting like TrackBee, and uniquely backstitches Klaviyo profiles onto historical customer events. Critically, Littledata sends data directly from Shopify servers, eliminating inflated profiles, manual tagging requirements, and low identification rates entirely.
TrackBee vs Blotout's solution for Google Ads
| Feature | TrackBee | Blotout | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Fully automatic setup | ✔️ | ✔️ | |
| Tracked direct from Shopify's servers | ✔️ | ✔️ | |
| Unreliable tracking via thank you page (missing ~30%) | ✔️ | ||
| Real-time tracking of Enhanced Conversions | ✔️ | ||
| New vs Returning conversions | ✔️ | ||
| Profit signal | ✔️ | ||
| Full Shopify Markets support | ✔️ | ||
TrackBee vs Blotout's solution for Meta Ads
| Feature | TrackBee | Blotout | Littledata |
|---|---|---|---|
| Key benefits | |||
| Boost to Event Match Quality Score | ✔️ | ✔️ | ✔️ |
| Pre-purchase audiences based on first-party data | ✔️ | ✔️ | |
| Fully automatic setup | ✔️ | ✔️ | |
| 100% accurate revenue in Meta | ✔️ | ||
| Target subscriptions vs one-time purchases | ✔️ | ||
| AddToCart | |||
| Tracked client-side (missing ~50%) | ✔️ | ||
| Tracked direct from Shopify servers | ✔️ | ||
| InitiateCheckout | |||
| Unreliable tracking via checkout page (missing ~30%) | ✔️ | ||
| Includes all checkout steps | ✔️ | ||
| Tracked direct from Shopify servers | ✔️ | ||
| Purchase | |||
| Tracked direct from Shopify servers | ✔️ | ✔️ | ✔️ |
| Includes post-purchase upsells | ✔️ | ||
| No-code custom conversions | ✔️ | ||
| New vs Returning conversion goals | ✔️ | ||
| Profit signal | ✔️ | ||
| Full Shopify Markets support | ✔️ | ||

Keep comparing
See how these tools stack up against other Shopify tracking and analytics solutions.
How we compiled this comparison: pricing and feature data comes from each vendor's public pricing page, Shopify App Store listings, and BuiltWith usage data, reviewed by the Littledata team. Last verified August 13, 2026. Spotted something out of date? Let us know.