Real ChatGPT answer · index seedUUJL8nsCzfscompleteMarketing and advertising · ad platformscomparison

Between YouTube bumper ads and standard video ads which format gives better local engagement according to recent advertising updates

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Between YouTube bumper ads and standard video ads which format gives better local engagement according to recent advertising updates
1 real search · 1 real-search pass
YouTube advertising updates 2026 bumper ads standard video ads local engagement performance comparison Google AdsGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
YouTube advertising updates 2026 bumper ads standard video ads local engagement performance comparison Google Ads Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
YouTube advertising updates 2026 bumper ads standard video ads local engagement performance comparison Google Ads
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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