Real ChatGPT answer · index seedpT0m0i128CocompleteMarketing and advertising · web analyticscommercial
How can I spot fake bot traffic in my Google Analytics reports before I make major ad spend decisions for our household brand?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I spot fake bot traffic in my Google Analytics reports before I make major ad spend decisions for our household brand?
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
Google Analytics 4 identify bot traffic reports unwanted referrals data filters known bots official documentation Google ↗
Google Analytics 4 traffic acquisition report dimensions hostname landing page country engagement rate official documentation Google ↗
- [GA4] Traffic acquisition report - Computer · support.google.com
- User acquisition report vs. Traffic acquisition report · support.google.com
- [GA4] Landing page report - Computer · support.google.com
- Known bot-traffic exclusion · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Analytics 4 identify bot traffic reports unwanted referrals data filters known bots official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Analytics 4 traffic acquisition report dimensions hostname landing page country engagement rate official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |