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How do I stop wasting money on bad search terms during Amazon PPC keyword optimization when my auto campaigns are spending too fast?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I stop wasting money on bad search terms during Amazon PPC keyword optimization when my auto campaigns are spending too fast?
1 real search · 1 real-search pass
Amazon Ads Sponsored Products search term report negative keywords automatic targeting close match loose match substitutes complements official guideGoogle ↗
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)
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
Amazon Ads Sponsored Products search term report negative keywords automatic targeting close match loose match substitutes complements official guide Google ↗
- A guide to targeting with Sponsored Products · advertising.amazon.com
- advertising.amazon.com · advertising.amazon.com
- advertising.amazon.com · advertising.amazon.com