Unlimited Scale vs Triple Whale
Triple Whale is a benchmark for Shopify analytics and attribution. Unlimited Scale starts from real profit and connects analytics to everything else: fulfillment, support, disputes, email, the ads you produce.
Two different philosophies.
Triple Whale goes very deep on attribution (multi-touch, plus MMM / incrementality on Enterprise). Unlimited Scale goes very deep on real profit and on operations: Shopify Payments fees transaction by transaction, chargeback costs, COGS dated by group and country, verified agent invoices, cash and rolling reserve, plus fulfillment, support and disputes in the same database.
- Multi-touch attribution with the Triple Pixel (from the Foundation plan)
- Compass on Enterprise: MTA, MMM and incrementality tests
- A free plan to get started (unified view, first / last click attribution)
- Moby, their AI agents, and a large catalog of integrations
- On Automate: Creative Studio and landing pages
Feature by feature, no spin.
Information about Triple Whale comes from their website, their Shopify App Store listing or public comparisons (sources at the bottom of the page), checked in October 2026. It may have changed since.
Profit, to the cent.
Real fees, not an estimate
Shopify Payments fees are read transaction by transaction (foreign cards, conversions…). Refunds and chargeback costs are deducted day by day.
COGS that follows your agent
Product groups, dated prices, per-country prices, bundles: import the agent's invoice, and the platform creates the groups and checks every order.
Every cost, in one place
Ads (Meta, TikTok, Google), team (payroll + AI), multi-currency SaaS, fixed costs, rolling reserve and a 30-day cash forecast.
Creatives tied to ads
Creatives produced in the Studio come back with their results: which hook type, which length, avatar or not. Claude says what to stop and what to produce.
The rest of the operation
Disputes, support, package tracking, email: the same orders, the same customers. Profit accounts for everything.
Claude across all the data
In the app or from Claude / ChatGPT via MCP: “why did profit drop on Tuesday?” cross-checks ads, COGS, refunds and disputes.
How a brand would use it.
Sample scenarios to illustrate how it works. These are not customer results.
The real profit of a brand that ships through an agent
A brand sells mostly in the United States and Europe, with an agent that invoices in USD.
- It imports the agent's Excel invoice: product groups and their prices are created.
- Each order is compared to the expected price; discrepancies show up in the bell.
- The Dashboard deducts the real Shopify Payments fees and the cost of chargebacks.
- The monthly P&L gives the margin and MER, month by month.
An ad that's fatiguing
A creative's ROAS drops by more than 30% over 3 days compared with the previous 7 days.
- The “Fatigue” badge appears in the Ads tab.
- Claude analyzes what works by hook type and length.
- “Create this creative” opens the variant's brief directly in the Studio.
Triple Whale's public pricing
Triple Whale states that its prices depend on the brand's annual GMV and the chosen plan. Plans listed: Free, Foundation, Automate, Enterprise (custom quote).
A third-party comparison published by WeTracked mentions Foundation from about $219/month and Automate from about $749/month for the lowest GMV tiers: check their page, the exact amounts depend on your GMV.
When to choose Triple Whale over us
You spend heavily across several channels and your priority is multi-touch attribution, MMM or incrementality, with a data team to make use of it.
When to choose Unlimited Scale
You want to know your real profit (fees, chargebacks, agent COGS, SaaS, team) and run your whole operation in one place, with an AI that reads everything.
See also
Replace part of your stack, not just one tool.
When every part reads the others, you make decisions on the reality of your business, not on five dashboards that contradict each other.