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

Analyzify is the easiest way to get valuable insights from your Shopify data. With Analyzify, you can connect your Shopify store with Google Tag Manager, Google Analytics 4, and many others easily.
| Feature | Blotout | Analyzify | Littledata |
|---|---|---|---|
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
Blotout focuses on identity resolution and restoring marketing signals in a cookieless world — identifying anonymous returning customers and syncing data to marketing platforms. It pulls data directly from Shopify's servers, giving it a more complete data picture.
Analyzify is primarily a tag management and analytics connector (GTM, GA4), making it easier to set up tracking — but it relies on browser-based tags, limiting its ability to capture server-side events or enrich data with customer context.
Where Littledata wins over both: Littledata combines server-side data collection (direct from Shopify) with identity resolution, like Blotout, but adds fully automatic no-code setup, native Shopify Markets support, automatic checkout step tracking, and a 30-day free trial — advantages neither competitor fully offers together.
Analyzify's GTM reliance means missed server-side events. Blotout lacks the no-code automation, free trial, and native Markets support. Littledata delivers the most complete, lowest-friction solution.
How Blotout and Analyzify collect, enrich and control Shopify tracking data
| Capability | Blotout | Analyzify | Littledata |
|---|---|---|---|
| Setup and maintenance | |||
| Turnkey setup; no implementation cost | ✔️ | ✔️ | |
| Zero ongoing maintenance | ✔️ | ✔️ | |
| 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 Analyzify's customer reviews
| Blotout | Analyzify | 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." | "Conflicting GA4 properties led to quadruplicate tracking and corrupted analytics data... resulted in significant financial impact due to lost advertising effectiveness and countless hours of troubleshooting." | "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." | "Awful experience. You pay $$$ and have to troubleshoot everything with little help... just get redirected to help articles." | "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 Analyzify's monthly subscription cost
| Store size | Blotout | Analyzify | Littledata |
|---|---|---|---|
| 50 orders / month | $79 | $145 | $39 |
| 500 orders / month | $400 | $145 | $175 |
| 5,000 orders / month | $1980 | $145 | $540 |
| 20,000 orders / month | $5000 | $225 | $1390 |
Sources: Blotout pricing, Analyzify pricing, Littledata pricing. Prices last verified July 22, 2026.
Compared at 5,000 orders a month. Assumes 20 hours of setup, spread over 12 months, plus 3 hours a month of maintenance, at $100/hour, for self-managed tools. Hosting or subscription is only a fraction of the true cost.
$1980
None, fully managed
None, fully managed
$1980
$145
+ $167
+ $300
$612
$540
None, fully managed
None, fully managed
$540
| Destination | Blotout | Analyzify | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Klaviyo | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| ✔️ | |||
| Segment | ✔️ | ||
| Microsoft Ads | ✔️ |
Littledata offers the broadest native destination coverage, including Segment (useful for routing data to additional tools), Pinterest, and Microsoft Ads — making it the most flexible for multi-channel brands.
Blotout differentiates itself by including Klaviyo and Attentive (email/SMS platforms), enabling server-side enrichment of retention channels, not just paid media.
Analyzify covers the core paid media stack (GA4, Meta, TikTok, Google Ads) but lacks retention tool integrations and Pinterest/Microsoft coverage.
Key takeaway: If retention marketing (email/SMS) matters, Blotout or Littledata are stronger. If you need the widest paid + retention + data warehouse coverage, Littledata wins on breadth.
Blotout vs Analyzify's solution for Google Analytics
| Feature | Blotout | Analyzify | Littledata |
|---|---|---|---|
| Product list views & clicks | |||
| Tracks clicks on product list | ✔️ | ✔️ | |
| Tracks products list as you scroll | ✔️ | ||
| 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 | |||
| Tracked via checkout page (missing ~30%) | ✔️ | ||
| 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's purchase tracking for Google Analytics focuses on privacy and does not add new emails to marketing lists, which may limit customer engagement. In contrast, Analyzify and Littledata both offer server-side tracking for 100% accuracy. Analyzify provides a straightforward purchase tracking solution, while Littledata enhances this with features like post-purchase upsells, recurring orders, sales channel filtering, refunds, user-provided data for better attribution, and custom mapping. Littledata's comprehensive approach allows for more detailed insights and improved marketing strategies compared to Blotout and Analyzify.
Blotout vs Analyzify's solution for Google Ads
| Feature | Blotout | Analyzify | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Unreliable tracking via thank you page (missing ~30%) | ✔️ | ||
| Tracked direct from Shopify's servers | ✔️ | ||
| Real-time tracking of Enhanced Conversions | ✔️ | ||
| Fully automatic setup | ✔️ | ||
| New vs Returning conversions | ✔️ | ||
| Profit signal | ✔️ | ||
| Full Shopify Markets support | ✔️ | ||
Blotout vs Analyzify's solution for Meta Ads
| Feature | Blotout | Analyzify | Littledata |
|---|---|---|---|
| Key benefits | |||
| Boost to Event Match Quality Score | ✔️ | ✔️ | |
| 100% accurate revenue in Meta | ✔️ | ||
| Pre-purchase audiences based on first-party data | ✔️ | ||
| Target subscriptions vs one-time purchases | ✔️ | ||
| Fully automatic setup | ✔️ | ||
| AddToCart | |||
| Tracked direct from Shopify servers | ✔️ | ||
| InitiateCheckout | |||
| Includes all checkout steps | ✔️ | ||
| Tracked direct from Shopify servers | ✔️ | ||
| Purchase | |||
| Tracked direct from Shopify servers | ✔️ | ✔️ | |
| Unreliable tracking via thank you page (missing ~30%) | ✔️ | ||
| 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 14, 2026. Spotted something out of date? Let us know.