
Triple Whale allows you to easily manage and automate analytics, attribution, merchandising, forecasting & more — in the palm of your hand.

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 | Triple Whale | Blotout | Littledata |
|---|---|---|---|
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Identity resolution to boost audiences | ✔️ | ✔️ | ✔️ |
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| Proprietary attribution model | ✔️ | ||
| Works with platforms other than Shopify | ✔️ | ||
| 30 day free trial | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Triple Whale is a broad analytics suite covering attribution, merchandising, and forecasting — ideal if you want an all-in-one dashboard. However, it lacks direct server-side Shopify data collection, limiting event completeness.
Blotout focuses on identity resolution and restoring post-cookie signals with server-side data from Shopify, but lacks native Shopify Markets support, automatic checkout tracking, and no-code setup.
Littledata wins because:
For a Shopify Plus brand needing accurate, complete data with minimal setup, Littledata offers the most purpose-built solution.
| Triple Whale | Blotout | Littledata | |
|---|---|---|---|
| Example product review | "Integration problem...can't install the store application. The system says I'm already using the app, but I can't log in. The chat on the website and email support does not answer. No help." | "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 | "Triple Whale’s customer service has been one of the worst experiences... Critical issues take days to resolve." | "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 |
| Store size | Triple Whale | Blotout | Littledata |
|---|---|---|---|
| 50 orders / month | $259 | $79 | $39 |
| 500 orders / month | $259 | $400 | $199 |
| 5,000 orders / month | $1129 | $1980 | $449 |
| 20,000 orders / month | $3500 | $5000 | $1390 |
For 50 orders, Triple Whale is 228% more expensive than Blotout and 564% more than Littledata. At 500 orders, Triple Whale and Blotout are equal, while Littledata is 42% cheaper than both. For 5000 orders, Triple Whale is 43% cheaper than Blotout and 224% more than Littledata. At 20000 orders, Triple Whale is 30% cheaper than Blotout and 338% more than Littledata. Overall, Triple Whale is consistently the most expensive option across all order volumes.
| Destination | Triple Whale | Blotout | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Google Analytics | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| TikTok | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Microsoft Ads | ✔️ |
Triple Whale focuses on sending first-party data to ad platforms and Klaviyo — primarily built for paid media optimization and email retargeting.
Blotout adds Google Analytics to that mix, giving you behavioral analytics alongside ad platform and Klaviyo feeds — slightly broader measurement coverage.
Littledata offers the widest destination range, notably adding TikTok, Pinterest, Microsoft Ads, Attentive, and Segment. The Segment connection is particularly powerful — it acts as a hub, unlocking hundreds of downstream tools beyond native integrations.
Bottom line: If you're diversifying ad spend beyond Meta/Google or need a CDP layer via Segment, Littledata has the broadest coverage. Triple Whale and Blotout are more focused stacks.
| Feature | Triple Whale | Blotout | Littledata |
|---|---|---|---|
| Identity resolution | |||
| Never adds new emails to your marketing list | ✔️ | ✔️ | ✔️ |
| Docs on how an end-user can opt out for GDPR / CCPA | ✔️ | ✔️ | |
| Uses other marketing channel cookies to boost identity | ✔️ | ||
| Backstitches Klaviyo profile onto previous customer events | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| Viewed Product trigger | |||
| Tracked client-side | ✔️ | ||
| Tracked server-side | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Backwards compatible with Klaviyo templates | ✔️ | ||
| Added to Cart trigger | |||
| Unreliable tracking of button clicks | ✔️ | ✔️ | |
| Reliable via Shopify's 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's servers | ✔️ | ||
| Backwards compatible with Klaviyo templates | ✔️ | ||
Littledata leads the pack for Shopify-to-Klaviyo tracking:
vs. Triple Whale: Triple Whale lacks server-side Shopify data, meaning checkout events require manual tagging and Product Viewed captures under 50% of identified customers. Littledata's multi-channel cookie boosting and profile backstitching deliver far richer, more complete customer journeys — with no GDPR opt-out documentation burden on your team.
vs. Blotout: Blotout's single shared benefit (no new email additions) barely scratches the surface. Without server-side Shopify integration, you'll face noisy Klaviyo profiles without emails and incomplete event tracking.
Littledata's server-direct connection eliminates all three disadvantages, while its backstitching and identity boosting features actively improve segmentation and attribution quality neither competitor can match.
| Feature | Triple Whale | Blotout | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Tracked direct from Shopify's servers | ✔️ | ✔️ | |
| Real-time tracking of Enhanced Conversions | ✔️ | ✔️ | |
| Fully automatic setup | ✔️ | ✔️ | |
| Unreliable tracking via thank you page | ✔️ | ||
| New vs Returning customer conversions | ✔️ | ||
| Feature | Triple Whale | Blotout | Littledata |
|---|---|---|---|
| Key benefits | |||
| Boost to Event Match Quality Score | ✔️ | ✔️ | ✔️ |
| Fully automatic setup | ✔️ | ✔️ | |
| 100% accurate revenue in Meta | ✔️ | ||
| Pre-purchase audiences based on first-party data | ✔️ | ||
| Target subscriptions vs one-time purchases | ✔️ | ||
| AddToCart | |||
| Via Conversions API | ✔️ | ||
| InitiateCheckout | |||
| Via Conversions API | ✔️ | ||
| Includes all checkout steps | ✔️ | ||
| Purchase | |||
| Via Conversions API | ✔️ | ✔️ | ✔️ |
| Includes post-purchase upsells | ✔️ | ||
| Includes recurring orders | ✔️ | ||
| Filters to exclude orders from some channels | ✔️ | ||
| New vs Returning customer conversions | ✔️ | ||
