Real ChatGPT answer · index seedxLoxe6rgGBkcompleteMarketing and advertising · influencer marketinginformational
How do I determine if a YouTube creator's subscriber demographic data is fake before wiring their advance payment in the next two hours?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I determine if a YouTube creator's subscriber demographic data is fake before wiring their advance payment in the next two hours?
3 real searches · 1 real-search pass
YouTube Help understand your audience demographics geography age gender YouTube Studio Analytics audience tab officialGoogle ↗
OBSERVEDReason
YouTube fake engagement policy artificial subscribers views official supportGoogle ↗
OBSERVEDOther / navigational
FTC influencer marketing endorsements disclosure business guidance officialGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
YouTube Help understand your audience demographics geography age gender YouTube Studio Analytics audience tab official Google ↗
YouTube fake engagement policy artificial subscribers views official support Google ↗
FTC influencer marketing endorsements disclosure business guidance official Google ↗
- Fake engagement policy · support.google.com
- How engagement metrics are counted · support.google.com
- Understand your YouTube audience - Computer · support.google.com
- Understand your YouTube audience - Computer · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
YouTube Help understand your audience demographics geography age gender YouTube Studio Analytics audience tab official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
YouTube fake engagement policy artificial subscribers views official support OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC influencer marketing endorsements disclosure business guidance official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |