
Blotout restores your marketing signals in the post-cookie world. Your returning customers are showing up as anonymous and Blotout aims to identify them.

Server-side tracking and session enrichment for Shopify. Works for Facebook, Instagram, Klaviyo, Google Ads, TikTok & Pinterest.
| Feature | Blotout | TrackBee | Littledata |
|---|---|---|---|
| Direct from Shopify's servers | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
Both Blotout and TrackBee send data server-side directly from Shopify, so neither is limited in capturing the full customer journey.
Blotout focuses on identity resolution — re-identifying anonymous returning customers to restore lost marketing signals. It works beyond Shopify, making it useful if your stack spans multiple platforms.
TrackBee is more plug-and-play: no-code setup, 30-day free trial, and covers key ad/marketing platforms (Meta, Google, TikTok, Klaviyo, Pinterest). It's straightforward server-side tracking without the identity resolution layer.
Where Littledata wins over both: Littledata combines server-side tracking with identity resolution, requires no code, offers a 30-day free trial, natively supports Shopify Markets, and automatically tracks checkout steps — a gap neither competitor explicitly covers. For a Shopify Plus brand running international markets or needing granular checkout funnel data, Littledata's native Shopify depth gives it a meaningful edge.
How Blotout and TrackBee collect, enrich and control Shopify tracking data
| Capability | Blotout | TrackBee | 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 | ✔️ | ✔️ | ✔️ |
| Persistent ID | ✔️ | ✔️ | |
| Bot protection | ✔️ | ✔️ | |
| Shop app & Shop Pay | ✔️ | ✔️ | |
| No-code setup (no GTM required) | ✔️ | ✔️ | |
| Session Enrichment | ✔️ | ✔️ | |
| Event Editor | ✔️ | ||
| Profit signal | ✔️ | ||
| Unlimited Shopify Markets | ✔️ | ||
| Headless / Hydrogen support | ✔️ | ||
| Subscription app tracking | ✔️ | ||
| Privacy / consent app compatible | ✔️ | ||
Blotout vs TrackBee's customer reviews
| Blotout | TrackBee | Littledata | |
|---|---|---|---|
| Example product review | "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." | "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!" | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." |
| Example support review | "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 non-existent, and responses take forever... very frustrating experience." | "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 |
Blotout vs TrackBee's monthly subscription cost
| Store size | Blotout | TrackBee | Littledata |
|---|---|---|---|
| 50 orders / month | $79 | $87 | $39 |
| 500 orders / month | $400 | $186 | $175 |
| 5,000 orders / month | $1980 | $494 | $540 |
| 20,000 orders / month | $5000 | $1401 | $1390 |
Sources: Blotout pricing, TrackBee pricing, Littledata pricing. Prices last verified August 13, 2026.
| Destination | Blotout | TrackBee | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Klaviyo | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Attentive | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| ✔️ | ✔️ | ||
| Microsoft Ads | ✔️ | ✔️ | |
| Snap | ✔️ | ||
| Segment | ✔️ |
Key Differences:
Blotout supports Attentive (SMS marketing) but lacks TikTok, Pinterest, Snap, and Microsoft Ads — the smallest destination library, better suited for brands focused on email/SMS and Google/Meta.
TrackBee adds TikTok, Pinterest, Snap, and Microsoft Ads over Blotout but drops Attentive — stronger for paid social diversification.
Littledata offers the broadest coverage, combining TrackBee's paid social channels plus Attentive and Segment. The Segment integration is the standout differentiator — enabling you to pipe clean server-side data into virtually any downstream tool, making it the most scalable option if your stack extends beyond standard ad platforms.
Bottom line: Littledata wins on flexibility; TrackBee on paid social breadth; Blotout if Attentive is critical.
Blotout vs TrackBee's solution for Google Analytics
| Feature | Blotout | TrackBee | 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 | ✔️ | ||
Blotout vs TrackBee's solution for Klaviyo
| Feature | Blotout | TrackBee | Littledata |
|---|---|---|---|
| Identity resolution | |||
| Never adds emails to your list without consent | ✔️ | ✔️ | |
| Uses other marketing channel cookies to boost identity | ✔️ | ✔️ | |
| Backstitches Klaviyo profile onto previous customer events | ✔️ | ||
| Klaviyo Preferred Partner | ✔️ | ||
| Viewed Product trigger | |||
| Tracked server-side | ✔️ | ✔️ | |
| Tracked client-side | ✔️ | ||
| Uses other marketing channel cookies to boost identity | ✔️ | ||
| 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 | ✔️ | ||
Blotout ensures consent-driven data by never adding emails without permission — protecting list quality and compliance. TrackBee leverages cross-channel cookie data to boost identity resolution, improving match rates but potentially adding unverified profiles.
Neither is Littledata, which combines both approaches while adding a critical advantage: server-side data sent directly from Shopify servers. Without this, both Blotout and TrackBee face significant drawbacks — inflated Active Profiles from email-less records, manual tagging required for checkout events, and Product Viewed capturing under 50% of identified customers.
Littledata also uniquely backstitches Klaviyo profiles onto historical customer events, enriching lifetime data. For a Shopify Plus brand prioritising accurate segmentation and clean CRM data, Littledata's server-side foundation makes it the stronger choice.
Blotout vs TrackBee's solution for Google Ads
| Feature | Blotout | TrackBee | 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 | ✔️ | ||
Blotout vs TrackBee's solution for Meta Ads
| Feature | Blotout | TrackBee | 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.