Guide

View-Through Vs Click-Through Attribution

A practical guide to view-through and click-through attribution for paid social operators.

Each Model Answers A Different Question

Click-through attribution is stricter. It tells you what happened after someone clicked. View-through attribution is broader. It estimates influence when the ad was seen but not clicked.

Neither model is universally correct. Each is useful when interpreted in the right context.

Why Paid Social Teams Under-Credit Discovery

Paid social often creates demand before a purchase is ready. If you only trust click-based reporting, you can underinvest in upper-funnel creative that is doing real work.

How To Use Both Without Lying To Yourself

Use click-through attribution for conservative budget decisions and view-through attribution for directional demand sensing.

  • Track both windows consistently.
  • Look for trend alignment across both models.
  • Validate with blended revenue and incrementality signals when possible.

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Kyle Evanko

Kyle Evanko

Founder, Smoke Signal

Kyle is a performance marketer with over 12 years of experience running paid acquisition and growth campaigns across social and search platforms. He began working in digital advertising in 2013, managing campaigns for startups, venture-backed companies, and enterprise brands, before joining ByteDance (TikTok) as the 8th US employee in 2016.

Over the course of his career, Kyle has managed more than $100 million in advertising spend across Meta, Google, Snap, X, Pinterest, Reddit, TikTok, and additional out-of-home and Trade Desk platforms. His work has included campaigns for Fortune 500 companies, large consumer brands, and public-sector organizations, including the California Department of Public Health.

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