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

Get full transparency into your profitability. ProfitMetrics lets you track, report, and optimize marketing based on profit and POAS® — Profit on Ad Spend — instead of revenue.
| Feature | Blotout | ProfitMetrics | Littledata |
|---|---|---|---|
| Direct from Shopify's servers | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| 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 — re-identifying anonymous returning customers to restore marketing signals lost in the post-cookie world. ProfitMetrics focuses on profit-based reporting (POAS®), helping you optimize ad spend by profitability rather than revenue. They solve different problems and don't directly compete.
Where Littledata wins over both:
Both Blotout and ProfitMetrics share "Direct from Shopify's servers" with Littledata, so that advantage is neutralized here. However, Littledata's combination of identity resolution, complete server-side tracking, automatic setup, and Shopify Markets support makes it the more comprehensive, lower-effort solution for a Shopify Plus brand.
How Blotout and ProfitMetrics collect, enrich and control Shopify tracking data
| Capability | Blotout | ProfitMetrics | Littledata |
|---|---|---|---|
| Setup and maintenance | |||
| Turnkey setup; no implementation cost | ✔️ | ✔️ | ✔️ |
| Zero ongoing maintenance | ✔️ | ✔️ | ✔️ |
| Data and tracking features | |||
| Server-side tracking | ✔️ | ✔️ | ✔️ |
| Bot protection | ✔️ | ✔️ | ✔️ |
| Persistent ID | ✔️ | ✔️ | |
| Shop app & Shop Pay | ✔️ | ✔️ | |
| Profit signal | ✔️ | ✔️ | |
| Privacy / consent app compatible | ✔️ | ✔️ | |
| No-code setup (no GTM required) | ✔️ | ||
| Session Enrichment | ✔️ | ||
| Event Editor | ✔️ | ||
| Unlimited Shopify Markets | ✔️ | ||
| Headless / Hydrogen support | ✔️ | ||
| Subscription app tracking | ✔️ | ||
Blotout vs ProfitMetrics's customer reviews
| Blotout | ProfitMetrics | 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." | "I waited another two weeks. Nothing. Only replies when I followed up myself. After about a month and a half of waiting in their support queue, I’d had enough. I uninstalled the app and removed all their scripts… but even now, I still see their script showing up in my orders." | "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." | "Very complicated app, poor support – a frustrating experience... completely unprofessional, overly complicated, and really poor communication." | "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 ProfitMetrics's monthly subscription cost
| Store size | Blotout | ProfitMetrics | Littledata |
|---|---|---|---|
| 50 orders / month | $79 | $39 | $39 |
| 500 orders / month | $400 | $103 | $175 |
| 5,000 orders / month | $1980 | $741 | $540 |
| 20,000 orders / month | $5000 | $1018 | $1390 |
Sources: Blotout pricing, ProfitMetrics pricing, Littledata pricing. Prices last verified August 13, 2026.
| Destination | Blotout | ProfitMetrics | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Klaviyo | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| TikTok | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Microsoft Ads | ✔️ |
Blotout focuses on identity resolution + consent-driven first-party data, sending enriched customer profiles to both ad platforms and CRM/SMS tools (Klaviyo, Attentive).
ProfitMetrics is narrowly focused on profit-based tracking — it layers COGS/margin data into ad platform signals (GA, Meta, Google Ads), prioritizing profitability over raw conversion data. No CRM destinations.
Littledata offers the broadest destination coverage, adding TikTok, Pinterest, Microsoft Ads, and Segment, making it the strongest choice if you need multi-channel ad tracking or a data warehouse pipeline via Segment.
Bottom line: Choose ProfitMetrics for profit-aware bidding, Blotout for identity/consent-first tracking with CRM sync, and Littledata for maximum channel coverage and data portability.
Blotout vs ProfitMetrics's solution for Google Analytics
| Feature | Blotout | ProfitMetrics | 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 net revenue / profit | ✔️ | ✔️ | |
| Includes post-purchase upsells | ✔️ | ||
| Includes recurring orders | ✔️ | ||
| Filter orders by sales channel | ✔️ | ||
| Includes refunds | ✔️ | ||
| User-provided data for improved attribution | ✔️ | ||
Blotout vs ProfitMetrics's solution for Google Ads
| Feature | Blotout | ProfitMetrics | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Profit signal | ✔️ | ✔️ | |
| New vs Returning conversions | ✔️ | ✔️ | |
| Tracked direct from Shopify's servers | ✔️ | ✔️ | |
| Unreliable tracking via thank you page (missing ~30%) | ✔️ | ||
| Real-time tracking of Enhanced Conversions | ✔️ | ||
| Fully automatic setup | ✔️ | ||
| Full Shopify Markets support | ✔️ | ||
Blotout vs ProfitMetrics's solution for Meta Ads
| Feature | Blotout | ProfitMetrics | 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 | ✔️ | ✔️ | ✔️ |
| Profit signal | ✔️ | ✔️ | |
| New vs Returning conversion goals | ✔️ | ✔️ | |
| Includes post-purchase upsells | ✔️ | ||
| No-code custom conversions | ✔️ | ||
| 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.