
Blotout restores your marketing signals in the post-cookie world. Your returning customers are showing up as anonymous and Blotout aims to identify them.
Addingwell is a fully-managed GTM server-side hosting + tooling (monitoring, adblocker bypass, Safari resilience) to improve data quality, performance and governance.
| Feature | Blotout | Addingwell | Littledata |
|---|---|---|---|
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Customer data to marketing platforms | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| Via server-side Google Tag Manager | ✔️ | ||
| 30 day free trial | ✔️ | ||
| Fully automatic, no code setup | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Blotout vs Addingwell (for Shopify Plus):
Blotout focuses on identity resolution to re-identify anonymous returning customers and restoring post-cookie marketing signals — directly from Shopify's servers. Strong fit for audience enrichment.
Addingwell is server-side GTM hosting — improving data quality and ad blocker resilience, but still relies on browser-initiated tags. It works across platforms but lacks native Shopify server-side data collection.
Where Littledata wins over both:
Addingwell's GTM-based approach means it can't capture events the browser doesn't see, limiting customer journey completeness. Blotout addresses identity but lacks Littledata's fully automatic, no-code setup and native Shopify Markets support.
Littledata pulls directly from Shopify's servers — capturing checkout steps, server-side events, and customer data automatically without tagging. Combined with identity resolution, a 30-day free trial, and native Markets support, it offers the most complete, hands-off solution for Shopify Plus brands.
Blotout vs Addingwell's customer reviews
| Blotout | Addingwell | 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." | Setup took just a few seconds, and it works right away. All my pixels from GTM are now server-side and perfectly connected. So much money saved on ads. | "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." | The support was very fast to answer our questions and super helpful. Just be careful to check that the events don't trigger twice. | "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 Addingwell's monthly subscription cost
| Store size | Blotout | Addingwell | Littledata |
|---|---|---|---|
| 50 orders / month | $79 | $90 | $39 |
| 500 orders / month | $400 | $90 | $175 |
| 5,000 orders / month | $1980 | $130 | $540 |
| 20,000 orders / month | $5000 | $400 | $1390 |
Sources: Blotout pricing, Addingwell pricing, Littledata pricing. Prices last verified July 10, 2026.
For an online store with 50 orders per month, Blotout is 12.2% cheaper than Addingwell and 102.6% more expensive than Littledata. At 500 orders, Blotout and Addingwell are equal, while Littledata is 56.3% cheaper. For 5000 orders, Blotout is 275.9% more expensive than Addingwell and 267.4% more than Littledata. At 20,000 orders, Blotout is 1,150% more expensive than Addingwell and 284.6% more than Littledata.
| Destination | Blotout | Addingwell | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Klaviyo | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| ✔️ | ✔️ | ||
| Microsoft Ads | ✔️ | ✔️ | |
| Snap | ✔️ | ||
| Segment | ✔️ |
Key Difference:
Blotout focuses on email/SMS marketing platforms (Klaviyo, Attentive) alongside ad channels — ideal if retention marketing is central to your stack.
Addingwell prioritizes paid social diversification (TikTok, Pinterest, Snap, Microsoft Ads) with no CRM/email integrations — best for ad-heavy acquisition strategies.
Littledata offers the broadest coverage, combining both worlds: ad platforms (TikTok, Pinterest, Snap, Microsoft), email/SMS (Klaviyo, Attentive), plus Segment for a composable data layer — making it the most flexible for complex or scaling stacks.
Bottom line: Blotout = retention-focused; Addingwell = acquisition-focused; Littledata = most comprehensive, especially if you use Segment as a CDP.
Blotout vs Addingwell's solution for Google Analytics
| Feature | Blotout | Addingwell | 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 | |||
| Tracked via checkout page (missing ~30%) | ✔️ | ||
| Direct from Shopify servers | ✔️ | ||
| Compatible with accelerated checkouts | ✔️ | ||
| Tracks all checkout steps | ✔️ | ||
| Purchase | |||
| Direct from Shopify servers | ✔️ | ✔️ | |
| Tracked via thank you page | ✔️ | ||
| Includes post-purchase upsells | ✔️ | ||
| Includes recurring orders | ✔️ | ||
| Filter orders by sales channel | ✔️ | ||
| Includes refunds | ✔️ | ||
| User-provided data for improved attribution | ✔️ | ||
| Custom mapping to a source / medium | ✔️ | ||
Blotout vs Addingwell's solution for Google Ads
| Feature | Blotout | Addingwell | 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 Addingwell's solution for Meta Ads
| Feature | Blotout | Addingwell | 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 | ✔️ | ✔️ | ✔️ |
| Includes post-purchase upsells | ✔️ | ||
| No-code custom conversions | ✔️ | ||
| New vs Returning conversion goals | ✔️ | ||
| Profit signal | ✔️ | ||
| Full Shopify Markets support | ✔️ | ||

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 July 10, 2026. Spotted something out of date? Let us know.