Real ChatGPT answer · index seedx1BGWpAlyxwcompleteMarketing and advertising · marketing agenciesinformational
What is the most accurate formula for calculating customer acquisition cost when managing omnichannel campaigns for ecommerce clients?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most accurate formula for calculating customer acquisition cost when managing omnichannel campaigns for ecommerce clients?
1 real search · 1 real-search pass
omnichannel ecommerce customer acquisition cost CAC calculation fully loaded costs incrementality attribution first-time customers methodologyGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
omnichannel ecommerce customer acquisition cost CAC calculation fully loaded costs incrementality attribution first-time customers methodology Google ↗
- Ecommerce Customer Acquisition: Channels & Formula (2026) · shopify.com
- How to Measure CAC in E-commerce · openskool.org
- Ecommerce CAC: How to Calculate Customer Acquisition Cost · zyg.com
- How to Calculate E-commerce CAC by Channel · adpie.com
- equation for CAC is: · adroll.com