Can you trust the numbers in Triple Whale?

Triple Whale is an intelligence and measurement platform for ecommerce brands, with an AI teammate, Moby 2, built specifically for ecommerce. Its own help pages give 4 reasons its numbers can look different from what you expect. The first to rule out: A day's sales can differ from Shopify's after an order is edited, because Triple Whale, as its help pages explain, puts the updated value on the original order date.

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Money · Is money moving the way it should?

Is it broken, or just counted differently?

A number can look wrong because the business changed, or because of how Triple Whale counts it. Below is what Triple Whale keeps, where its help pages say the numbers can differ, and how to check them yourself.

What does Triple Whale keep track of?

Triple Whale keeps its ad results by day, campaign, ad set and ad, and its Pixel figures can be saved as one file.
In Triple Whale's own words: The report includes the metrics shown on the Pixel Page, with a detailed breakdown by date, campaign, ad set, and ad. Export Pixel Data to CSV, read 2026-11-12.
Triple Whale's Summary dashboard keeps the store's key numbers for whatever date range is chosen.
In Triple Whale's own words: All metrics on the Summary dashboard are based on the timeframe selected. Track KPIs with the Summary Dashboard, read 2026-11-12.

What can make Triple Whale's numbers look wrong?

A day's sales can differ from Shopify's after an order is edited, because Triple Whale, as its help pages explain, puts the updated value on the original order date.
In Triple Whale's own words: Triple Whale stores the updated order values on the original order date, based on when the order was processed. Why Do My Order-Based Sales Metrics Not Match Between Shopify and Triple Whale?, read 2026-11-12.
Orders and revenue can look different on two Triple Whale pages, since its help pages say a channel or campaign filter narrows the Pixel Page but not the Summary Page.
In Triple Whale's own words: Global filters like channel, campaign, or ad affect the Pixel Page because attribution data (campaign, ad) is present. Why Are My Orders and Revenue on the Summary Page Different From the Pixel Page?, read 2026-11-12.
New customer counts can come out lower in Triple Whale than in Shopify, because, as Triple Whale's help pages say, customers whose first order was free are left out of its cohorts.
In Triple Whale's own words: Customers whose first purchase total was $0 are excluded from LTV Cohorts, but included in Shopify reports. Why Does My New Customer Count in LTV Cohorts Not Match Shopify?, read 2026-11-12.
Session counts in Triple Whale and Shopify can differ, because Triple Whale's help pages say it starts a session by where a visitor came from, which is not how Shopify counts.
In Triple Whale's own words: A new session begins whenever a visitor arrives from a Direct, Referral, or UTM source. Why Do Shopify Sessions Not Match Triple Whale Web Analytics?, read 2026-11-12.

How do I check Triple Whale's numbers myself?

An owner can open any number on the Summary dashboard to see it as a bar graph and set beside the period before.
In Triple Whale's own words: Click on a metric to see a bar graph view and view comparison data with the previous time period. Track KPIs with the Summary Dashboard, read 2026-11-12.
Comparing a whole month or quarter, rather than single days, often brings Triple Whale's sales total closer to Shopify's, as its help pages say.
In Triple Whale's own words: Aggregating data over a month or quarter often minimizes daily discrepancies since all offsets are eventually included. Why Does My Total Sales in Shopify Not Match My Total Sales in Triple Whale?, read 2026-11-12.

How does Triple Whale work with Feder?

Connect Triple Whale to Feder and it joins your Money apps. Feder only reads. It never changes anything in Triple Whale.

When you connect Triple Whale, Feder checks the connection straight away and shows Connected only when that check passes. If a reading cannot be taken later, Feder shows it as not read, never as zero.

Other apps that feed Money

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Questions owners ask about Triple Whale

Why did my attributed revenue drop in Triple Whale?If the tracking script is not set up fully or links lack tracking parameters, some orders can go untracked.
Why is a channel showing negative profit in Triple Whale?In the Total Impact model, a channel's ad spend, refunds, discounts or shipping costs can be higher than the revenue given to it.
Why is my COGS in Triple Whale different from Shopify?Triple Whale takes returned COGS off on the day the return is processed, so a return can lower COGS on a later day than the sale.

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Where do these answers come from?

Everything this page says about Triple Whale comes from Triple Whale's own pages, quoted above with the date we read them. Last reviewed 2026-11-12. We read them again by 2027-11-12. If one changes, this page changes or comes down.

Know the day a number breaks, not the month after.

Some numbers are too quiet to judge daily, such as a form filled in a few times a week. Until there is enough of your own history to judge a change, Feder says it is still learning and scores nothing, rather than guessing.

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