Real ChatGPT answer · index seedLH5cYRs2NoscompleteMarketing and advertising · influencer marketingcommercial
We need to catch fake followers on YouTube before approving a rush payment today. What are the most reliable detection methods or extensions being used by top agencies this month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to catch fake followers on YouTube before approving a rush payment today. What are the most reliable detection methods or extensions being used by top agencies this month?
3 real searches · 1 real-search pass
YouTube fake subscribers detection tools agency influencer fraud detection extensions 2026Google ↗
OBSERVEDReason
YouTube channel audit fake subscribers audience quality tools HypeAuditor Modash Social Blade 2026Google ↗
OBSERVEDReason
YouTube fake engagement policy invalid traffic subscriber spam detection analytics official YouTube 2026Google ↗
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 (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 fake subscribers detection tools agency influencer fraud detection extensions 2026 Google ↗
YouTube channel audit fake subscribers audience quality tools HypeAuditor Modash Social Blade 2026 Google ↗
YouTube fake engagement policy invalid traffic subscriber spam detection analytics official YouTube 2026 Google ↗
- Visit Social Blade · socialblade.com
- YouTube Analytics API: Channel Reports | YouTube Analytics and Reporting APIs | Google for Developers · developers.google.com
- Fake engagement policy · support.google.com
- Invalid traffic on your videos · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
YouTube fake subscribers detection tools agency influencer fraud detection extensions 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
YouTube channel audit fake subscribers audience quality tools HypeAuditor Modash Social Blade 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
YouTube fake engagement policy invalid traffic subscriber spam detection analytics official YouTube 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |