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Three platforms read your store's numbers. Only one tells you what to do about them.
Triple Whale, Polar Analytics, and Trivas.ai all connect to Shopify and your ad accounts. Where they diverge is what happens after the data lands: a dashboard to read, a warehouse to query, or a recommendation to act on.
Which one fits how you actually work
Skip the full breakdown if you just need a starting point.
You're a Shopify-only brand, have data chops in-house, and want full control to build custom dashboards and query a warehouse yourself.
Polar AnalyticsYou run heavy paid-media spend across Meta, Google and TikTok, and need deep first-party pixel attribution plus creative-level ad performance.
Triple WhaleYou're a founder or lean team without a data analyst, running multiple channels (Shopify, Amazon, marketplaces), and want the platform to surface what to act on, not just a chart.
Trivas.aiHow the three platforms actually differ
| Criteria | Triple Whale | Polar Analytics | Trivas.ai |
|---|---|---|---|
| Core model | Attribution & creative analytics platform | No-code BI / dashboard builder | AI intelligence layer that recommends actions |
| AI capability | Moby: conversational chat, anomaly alerts | Ask Polar: natural-language querying, MCP endpoint for Claude/ChatGPT | Root-cause analysis + ranked "next best action" recommendations, not just Q&A |
| Attribution | First-party pixel, multi-touch, marketing mix modeling | Server-side pixel, model-flexible reporting | Multi-channel attribution across paid, organic, email & marketplace |
| Profitability tracking | Contribution margin, cohort/LTV analysis | Custom P&L dashboards (build-your-own) | COGS, contribution margin, and net profit out of the box |
| Integrations | 50+ (ad platforms, email/SMS, ops, warehouses) | 45+ native connectors | 40+, including Shopify, Amazon, WooCommerce & marketplaces from day one |
| Setup / time to value | Fast for Shopify + Meta-first stores | Requires more configuration for custom dashboards | Same-day, with 3 years of history back-populated automatically |
| Best team fit | Performance marketers, paid-media teams | In-house analytics/data teams | Founders and lean teams with no dedicated analyst |
| Pricing model | Tiered by store GMV | Scales with GMV / tracked orders, unlimited seats | Tiered, scales with business size |
Pricing snapshot
Ranges as publicly listed in 2026; all three vary with store size, so confirm current numbers directly with each vendor before deciding.
Free Founders Dashboard available; Advanced and Custom tiers scale with GMV, plus optional add-ons.
Priced by GMV/tracked orders with unlimited seats; MCP/AI tier and Enterprise quotes sit above this range.
Positioned to replace a separate BI tool + forecasting tool + attribution platform stack rather than adding to it.
The gap Trivas is built to close
Dashboards vs. decisions
Triple Whale and Polar both surface clean data well. Trivas is built to go one step further: identifying why a metric moved and what to do next, instead of leaving interpretation to you.
No analyst required
Polar rewards teams with in-house data skills who want to build custom queries. Trivas is designed so a founder gets the same clarity without SQL or a dedicated analyst.
One platform, not a stack
Running attribution, BI, and forecasting as separate tools adds cost and reconciliation work. Trivas consolidates that into a single source of truth from day one.
Common questions
Still deciding?
See your own numbers before you decide
Connect your store and ad accounts and get a live dashboard in under a day.
Triple Whale and Polar Analytics are trademarks of their respective owners. Figures checked as of July 2026. Confirm current pricing and features with each vendor.