Multi-Touch Attribution

Real-time clarity to improve performance.

Optimize faster with attribution powered by the most accurate pixel in ecommerce. Understand how every touchpoint contributes to revenue and move budget with confidence.

A Total Attribution panel: revenue per channel for Pinterest, Microsoft, AppLovin and Google Ads, with blended ROAS of 11.94 and blended CPA of $11 below

Eight models. One source of truth.

The right lens for every decision.

Whether evaluating customer acquisition, cross-channel performance, or budget allocation, use the attribution lens that fits the decision, grounded in the same unified data for a defensible view of performance.

Defend upper-funnel spend

Give ad views the credit they deserve.

Connect platform-verified ad views and clicks to purchases to understand how CTV, video, and other awareness campaigns contribute to sales, then confidently scale what’s driving demand.

Explore Clicks & Deterministic Views

View-through supported for:

Bring the customer voice into attribution

Understand more of what influences a purchase.

Some of your best-performing channels don’t leave a digital footprint. Total Impact connects what customers say influenced them with what they actually do, revealing how every channel contributes to performance.

Explore Total Impact Attribution

Attribution with benchmarks built in

See how your performance compares.

Benchmark your ad performance against comparable brands directly within Triple Whale Attribution, giving you one clear place to uncover opportunities and decide what to do next.

Discover Ads Benchmarks

Available exclusively in Triple Whale

Advanced measurement

Attribution is one view. Gain the full picture with Compass.

Connect real-time attribution with MMM and Incrementality for a complete, calibrated view of growth opportunities. Get clear next steps and a scalable measurement system your team can act on and defend to your CFO.

Discover Compass

Trusted by industry leaders in commerce.

Triple Whale gives ecommerce teams a source of truth they can defend, and helps them turn that truth into faster, better decisions.

Read customer studies
  • YSE Beauty skincare bottles and jars arranged on a counter
    “Before Triple Whale, one of the biggest challenges was attribution visibility. Every platform has its own attribution window and reporting methodology, so it was extremely difficult to understand what was actually driving performance versus what each platform was claiming.”
    Susan KeatingSVP Growth & Digital CommerceYSE Beauty

GMV tracked through Triple Whale

$71B

Attribution models built for any marketing decision

8

Increase in Meta ROAS for SFERRA after adopting Triple Whale

208%

Lower new-customer CAC in 3 months for Hat Club

25%

Frequently asked questions

What is Multi-Touch Attribution (MTA)?

Multi-Touch Attribution (MTA) distributes conversion credit across multiple touchpoints in a customer's journey before purchase. Unlike models that attribute all credit to one interaction, Triple Whale's MTA acknowledges that customers typically engage with several marketing channels before converting. This provides a more accurate picture of how each marketing effort contributes to your conversions, helping you optimize your marketing investments.

How does MTA differ from single-touch attribution models?

Single-touch models (first-click or last-click) assign 100% of conversion credit to just one touchpoint. First-click credits the initial interaction, while last-click credits the final touchpoint before purchase. These models oversimplify complex customer journeys. MTA, in contrast, distributes credit across multiple touchpoints, recognizing the contribution of different channels throughout the funnel—from awareness to consideration to conversion.

What is Total Impact Attribution, and why is it important?

Total Impact Attribution combines multi-touch attribution data with Post-Purchase Survey responses to provide a comprehensive view of what drives conversions. By integrating what customers tell you influenced their purchase with tracked digital touchpoints, it captures influences that traditional tracking might miss, such as word-of-mouth or offline interactions. This holistic approach enables more accurate budget allocation decisions based on true marketing impact.

How is Triple Whale's attribution different from platform-reported attribution?

Triple Whale's attribution offers advantages over platform-reported data:

  • Cross-channel visibility instead of siloed platform views
  • Advanced identity resolution via Triple Pixel that captures more customer behavior
  • Consistent methodology across all channels for fair comparison
  • Customizable models to align with your business goals
  • Integration of customer-reported data through post-purchase surveys
  • Unbiased measurement not incentivized to show any particular platform's value
Why do I need Triple Whale if I already use ad platform attribution?

Triple Whale provides value beyond platform attribution by:

  • Eliminating platform bias and overlapping conversion claims
  • Creating a single source of truth for all marketing channels
  • Capturing more accurate data with Triple Pixel technology
  • Offering flexible attribution modeling to match your business strategy
  • Providing pre-built dashboards for quick insights across your marketing mix
  • Incorporating post purchase survey customer data to validate what actually influenced purchases
What attribution models does Triple Whale offer?

Triple Whale offers eight attribution models to fit various marketing strategies:

  • Total Impact: An AI-powered model that blends first-party and zero-party data, providing the most comprehensive view of marketing performance.
  • Clicks & Deterministic Views: Unifies deterministic clicks and view-through conversations for a complete cross-channel view of the entire customer journey.
  • Triple Attribution: Gives each channel 100% credit for conversions they touched, similar to how ad platforms report attribution.
  • Triple Attribution + Platform Views: Extends Triple Attribution by also including view-through sales in measurement.
  • Linear All: Divides conversion credit equally among all channels that touched the customer journey.
  • Linear Paid: Divides conversion credit equally, but only among paid channels.
  • First Click: Assigns 100% credit to the first channel a customer clicked, ideal for understanding which channels drive initial awareness.
  • Last Click: Gives 100% credit to the final channel clicked before conversion, useful for identifying which channels close sales.

These diverse models allow you to select the attribution approach that best aligns with your specific marketing goals and business needs.

What is Clicks & Deterministic Views Attribution?

Clicks & Deterministic Views attribution measures conversions driven by both ad clicks and verified ad views. It uses deterministic click and view-through data, meaning it tracks platform-verified impressions tied directly to an actual user who later converted—no statistical modeling or guesswork involved.

It captures purchases from customers who either clicked an ad before converting or saw an ad and later converted without clicking. By including both interactions, this model provides a more complete view of how your channels and campaigns contribute to revenue.

What are deterministic view-through conversions?

Deterministic view-through conversions occur when a user views an ad and later converts, and the ad platform can verify that impression as part of the customer’s journey. Because these signals are reported directly by ad platforms, Clicks & Deterministic Views attribution reflects real, observed interactions rather than modeled estimates.

Why should I use Clicks & Deterministic Views?

Consumers engage with brands across multiple ad platforms, making it critical to measure the full customer journey. Click-only attribution overlooks the impact of ads customers saw before they convert without clicking it. This is common with prospecting campaigns, video ads, and upper-funnel marketing. If you rely only on click-based attribution, these conversions are missed, leading you to underestimate the true impact of your campaigns and underfund channels driving growth.

Turn accurate measurement into clear growth decisions.

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