Real ChatGPT answer · index seedYYHTSzJzQLkcompleteMarketing and advertising · web analyticscommercial
We need recommendations for tools that accurately calculate customer acquisition cost including hidden overhead and agency fees.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need recommendations for tools that accurately calculate customer acquisition cost including hidden overhead and agency fees.
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). 1 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
best software tools fully loaded customer acquisition cost CAC calculation agency fees overhead marketing finance attribution 2026 Google ↗
CAC calculator software marketing agency fees overhead fully loaded customer acquisition cost tools comparison Google ↗
- Explore HubSpot · hubspot.com
- Explore Dreamdata · dreamdata.io
- Explore Triple Whale · triplewhale.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best software tools fully loaded customer acquisition cost CAC calculation agency fees overhead marketing finance attribution 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CAC calculator software marketing agency fees overhead fully loaded customer acquisition cost tools comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |