How do I calculate customer acquisition cost accurately for a new sock subscription startup running Facebook ads
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I calculate customer acquisition cost accurately for a new sock subscription startup running Facebook ads
1 real search · 1 real-search pass
subscription ecommerce customer acquisition cost cohort payback period contribution margin CAC measurement Meta ads attribution best practicesGoogle ↗
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
subscription ecommerce customer acquisition cost cohort payback period contribution margin CAC measurement Meta ads attribution best practices Google ↗
- How to Measure Subscription Ad Profitability: Profit, 2026 · ecomrepublic.com
- CAC Payback - How Long Until Your Ads Pay for Themselves? · adbeacon.com