Real ChatGPT answer · index seeduHCsU5FPFFccompleteMarketing and advertising · influencer marketinginformational

How do I run a competitor influencer analysis on YouTube to see which channels are driving the highest estimated sales for similar products

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I run a competitor influencer analysis on YouTube to see which channels are driving the highest estimated sales for similar products
2 real searches · 1 real-search pass
YouTube influencer competitor analysis estimate sales affiliate links sponsored videos tools YouTube Shopping 2026Google ↗
OBSERVEDComparison
YouTube Data API videos statistics views likes comments documentationGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

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
YouTube influencer competitor analysis estimate sales affiliate links sponsored videos tools YouTube Shopping 2026 Google ↗
YouTube Data API videos statistics views likes comments documentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
YouTube influencer competitor analysis estimate sales affiliate links sponsored videos tools YouTube Shopping 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
YouTube Data API videos statistics views likes comments documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1