Real ChatGPT answer · index seedJoD5mWvaF40completeMarketing and advertising · web analyticscommercial
How should a small ecommerce business calculate customer acquisition cost accurately when running both Meta and Google Ads simultaneously
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should a small ecommerce business calculate customer acquisition cost accurately when running both Meta and Google Ads simultaneously
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
ecommerce blended customer acquisition cost calculation new customers attribution deduplication Meta Google Ads guidance Google ↗
Google Ads conversion attribution data-driven attribution Meta ads attribution reporting overlap ecommerce first party measurement Google ↗
- Ecommerce Customer Acquisition: Channels & Formula (2026) · shopify.com
- How to Measure CAC in E-commerce · openskool.org
- Get started with attribution · support.google.com
- About data-driven attribution · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ecommerce blended customer acquisition cost calculation new customers attribution deduplication Meta Google Ads guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Ads conversion attribution data-driven attribution Meta ads attribution reporting overlap ecommerce first party measurement OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |