View-Through Conversion for TikTok Ads on Shopify
Conversion credited to an ad impression without a click. Here's how this applies specifically to TikTok Ads advertising and why causal inference gives you a clearer picture than TikTok Ads's own reporting.
What is View-Through Conversion?
Conversion credited to an ad impression without a click. For Shopify brands running TikTok Ads campaigns, understanding this concept is critical because it directly impacts how you evaluate TikTok Ads's contribution to your revenue.
| View-Through Conversion | TikTok Ads reports | Causal truth |
|---|---|---|
| Data source | TikTok Ads Ads Manager | GA4 + Shopify (independent) |
| Methodology | Click/view tracking | Causal inference |
| Bias | Self-serving (overcredits TikTok Ads) | Independent (no platform bias) |
Why TikTok Ads's view of view-through conversion is misleading
- TikTok is a discovery channel — it creates demand but conversions happen days later on other channels
- Last-click attribution gives zero credit to TikTok when a customer discovers on TikTok then buys via Google
- 21-day consideration cycles for beauty/fashion mean TikTok's impact is invisible in 7-day windows
How causal inference measures view-through conversion for TikTok Ads
- Causal inference measures the downstream revenue created by TikTok — even when conversion happens on Google
- 40-day analysis window captures the full consideration cycle for beauty, fashion, and supplements brands
- Shapley values quantify TikTok's assist role in multi-touch journeys
See true TikTok Ads view-through conversion for €99
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