Real ChatGPT answer · index seedsyLTTRqqNxUcompleteMarketing and advertising · ad platformsinformational
How does the new seasonality adjustment feature in Google Ads impact automated bidding algorithms and short-term budget pacing
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the new seasonality adjustment feature in Google Ads impact automated bidding algorithms and short-term budget pacing
1 real search · 1 real-search pass
Google Ads seasonality adjustments Smart Bidding official documentation 2026 short term budget pacingGoogle ↗
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 (1)
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
Google Ads seasonality adjustments Smart Bidding official documentation 2026 short term budget pacing Google ↗
- Frequently asked questions about changes to Target-based bid strategies · support.google.com
- How our bidding algorithms learn · support.google.com