# mbuzz vs Triple Whale: Attribution Beyond Shopify (2026) mbuzz vs Triple Whale—head-to-head comparison. Multi-platform server-side attribution vs Shopify-native simplicity. - Canonical: https://mbuzz.co/articles/mbuzz-vs-triple-whale - Published: 2026-02-23 - Last updated: 2026-07-08 - Author: Holly Mehakovic, mbuzz (https://mbuzz.co) --- > **TL;DR:** Triple Whale ($129-279/mo) is Shopify-only with dead-simple setup and Moby AI. mbuzz ($29-299/mo) works on any platform with 8 attribution models, custom rules, and server-side tracking. If you're Shopify-only and want simplicity, Triple Whale is purpose-built. If you're on WooCommerce, custom, or multi-platform—or want model flexibility—mbuzz works where Triple Whale can't. ## The Short Version Triple Whale is purpose-built for Shopify—dead-simple setup, Moby AI, and a massive community. mbuzz is platform-agnostic with server-side tracking, 8 attribution models, and custom rules. If you're Shopify-only and value simplicity, Triple Whale is built for you. If you're on any other platform, or want deeper attribution, mbuzz is the choice. ## At a Glance | Factor | mbuzz | Triple Whale | |--------|-------|--------------| | Starting price | Free / $29-299/mo | $129-279/mo | | Platforms | Any (Shopify, WooCommerce, custom) | Shopify only | | Attribution models | 8 + custom rules | 7 presets | | Tracking method | Server-side (SDKs) | Client-side (pixel) | | AI features | No | Moby AI (Claude-powered) | | Setup time | Days | Minutes (Shopify app) | | Community | Growing | 40K+ Shopify brands | | View-through attribution | Yes | No | | LTV attribution | Yes | Basic | | Profit tracking | Via attribution | Native dashboard | ## Where mbuzz Wins ### Platform-Agnostic Triple Whale is Shopify-only. If you're on WooCommerce, Magento, BigCommerce, headless, or custom—Triple Whale won't work. mbuzz supports any platform through server-side SDKs for Rails, Django, Laravel, Node.js, and Shopify. This also matters for the future: if you ever migrate off Shopify, Triple Whale becomes useless overnight. mbuzz travels with you. ### Server-Side Tracking Triple Whale uses client-side pixels that ad blockers strip from 30-40% of sessions. mbuzz tracks events on your server—95%+ event capture regardless of browser privacy settings. For accurate attribution, the data you don't see matters as much as the data you do. *[Chart omitted from the text version: mbuzz product showcase — renders the canonical product mock (embed variant). See marketing_site_review_spec.md P0-1; one partial, every surface.]* ### Model Flexibility: 8 Models vs 7 Presets Triple Whale offers 7 preset attribution models but no way to customize them. mbuzz offers first-touch, last-touch, linear, time-decay, U-shaped, W-shaped, Markov Chain, and Shapley Value—plus custom rules. See how credit shifts between channels under different models: *[Chart omitted from the text version: Embeddable model comparison for articles]* ### Custom Attribution Rules Triple Whale has no custom attribution logic. mbuzz lets you build rules that match your business—weight by channel type, funnel stage, recency, or any combination: *[Chart omitted from the text version: Embeddable rule editor for articles]* ### View-Through Attribution Triple Whale only tracks clicks. mbuzz tracks both click-through and view-through attribution. In a world of YouTube pre-rolls, display ads, and social media impressions, click-only tracking misses the upper funnel entirely. ### Lower Entry Point mbuzz starts free. Triple Whale starts at $129/mo. If you're evaluating attribution tools without budget commitment, mbuzz lets you explore all 8 models at no cost. ## Where Triple Whale Wins ### Shopify Setup: Minutes, Not Days Triple Whale installs as a Shopify app. Literally minutes to first data. mbuzz requires SDK integration—straightforward for developers but not instant. For non-technical Shopify store owners, this is a real differentiator. ### Moby AI (Claude-Powered) Triple Whale's Moby AI lets you ask questions in natural language: "What was my best campaign last week?" "Which products have the highest margin?" mbuzz shows you data across 8 models—but you interpret it yourself. For operators who want answers, not models, Moby is compelling. ### Massive Shopify Community 40K+ Shopify brands use Triple Whale. That's a massive community for benchmarking, tips, and support. mbuzz's community is growing but can't match this scale yet. ### E-Commerce-Native UX Triple Whale's interface is designed for e-commerce operators—profit dashboards, product analytics, creative performance. mbuzz is a more general attribution tool that serves multiple business types. ### Profit Tracking Dashboard Triple Whale's native profit tracking—seeing true P&L by channel after COGS, shipping, and ad spend—is built for DTC operators who think in margin, not attribution credit. ## The Pricing Reality | Scenario | mbuzz | Triple Whale | |----------|-------|--------------| | Getting started | Free | $129/mo | | Growing store | $29-99/mo | $129-279/mo | | Scaling store | $299/mo | $279/mo+ | At lower tiers, mbuzz is cheaper with more attribution depth. At higher tiers, pricing converges—but mbuzz includes 8 models and custom rules that Triple Whale doesn't offer at any price. ## Choose Triple Whale If... - You're Shopify-only and always will be - Dead-simple setup (minutes) is priority #1 - You want Moby AI for natural-language data queries - You value a large community of Shopify brands - Profit tracking dashboards matter more than model flexibility - Your team is non-technical ## Choose mbuzz If... - You're on WooCommerce, Magento, custom, or multi-platform - You want 8 attribution models + custom rules - Server-side tracking accuracy matters (95%+ event capture) - View-through attribution is important for your media mix - You might leave Shopify someday - Budget is a factor (free tier, $29 starting) ## The Verdict **Triple Whale** is the right choice for Shopify-only stores run by non-technical teams who value simplicity, community, and AI assistance over attribution depth. It's purpose-built for Shopify operators and it shows. **mbuzz** is the right choice for teams on any platform (including Shopify) who want deeper attribution—8 models, custom rules, server-side tracking, view-through. It works where Triple Whale can't and offers more model flexibility where they overlap. The deciding question: are you Shopify-only and want simple? Triple Whale. Are you multi-platform or want deep attribution? mbuzz. > **Attribution that works beyond Shopify.** Any platform. 8 models. Custom rules. Server-side tracking. Start free. [Try mbuzz Free](https://mbuzz.co/signup) ## Related Comparisons - [Triple Whale Alternatives](/articles/triple-whale-alternatives) — 7 alternatives compared - [Northbeam Alternatives](/articles/northbeam-alternatives) — Enterprise DTC options - [mbuzz vs Northbeam](/articles/mbuzz-vs-northbeam) — Enterprise DTC comparison - [Multi-Touch Attribution Tools Compared](/articles/multi-touch-attribution-tools-compared) — Full market overview ## Key takeaways - Triple Whale is Shopify-only; mbuzz works on any platform - Triple Whale sets up in minutes; mbuzz takes days (SDK integration) - mbuzz offers 8 models + custom rules; Triple Whale offers 7 preset models with no custom logic - mbuzz uses server-side tracking; Triple Whale uses client-side pixels - Triple Whale has Moby AI for natural-language queries; mbuzz has no AI assistant ## FAQ **Is mbuzz or Triple Whale better for Shopify?** Triple Whale is easier to set up (Shopify app, minutes). mbuzz offers deeper attribution (8 models, custom rules, server-side tracking) but requires SDK integration. If simplicity is priority #1, Triple Whale. If attribution depth matters, mbuzz. **Can mbuzz work with WooCommerce?** Yes. mbuzz works with any platform—WooCommerce, Magento, BigCommerce, custom builds—via server-side SDKs. Triple Whale is Shopify-exclusive. **What about Triple Whale's Moby AI?** Moby AI (Claude-powered) lets you ask questions in natural language: 'What was my best performing campaign last week?' mbuzz doesn't have an AI assistant—you interpret the models yourself. If AI-assisted data queries matter, Triple Whale has this and mbuzz doesn't. **Which is cheaper?** mbuzz starts free and goes to $299/mo. Triple Whale starts at $129/mo. mbuzz's free tier is more generous than starting at $129, but Triple Whale's paid plans include features mbuzz doesn't (Moby AI, Shopify-native UX).