As of October 2026｜Are queries all about huge creators? 314 channels seen only once
0
October 17, 2026
Daniel LuFull-Stack Engineer | Content Creator
Repeated public-channel queries alongside a long tail of one-off lookups.
Categories：Data & Insights
As of October 2026
MrBeast stands out in the earnings tool's queries, but 314 of 336 queried channel IDs appear just once. The records are not concentrated entirely in a few large creators.
Group by channel ID
All 395 queries have nonempty channel IDs, covering 336 IDs. Group by ID before attaching a public display label, which can change.
| Queries per channel | Channels | Corresponding queries |
|---|---|---|
| 1 | 314 | 314 |
| 2 | 13 | 26 |
| 3 | 6 | 18 |
| 4 | 1 | 4 |
| 7 | 1 | 7 |
| 26 | 1 | 26 |
Single-query channels are 93.45% of channels and contribute 79.49% of requests. Coverage and request composition use different denominators.
The most repeated public labels
Only two groups reach five queries.
| Public channel label | Queries |
|---|---|
| MrBeast | 26 |
| 老高與小茉 Mr & Mrs Gao | 7 |
The 59 requests beyond one per channel are not 59 returning users. Queries do not prove the requester follows or owns the channel.
What a query log does not reveal
The log does not verify earnings or distinguish fans, peers and owners. At 395 records it does not establish general audience preferences. A useful next step is complete-month repeat rates and cache performance, alongside this mix of repeated and scattered lookups.