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What are the top three mistakes people make during Amazon PPC keyword optimization that drain their credit card overnight?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top three mistakes people make during Amazon PPC keyword optimization that drain their credit card overnight?
1 real search · 1 real-search pass
Amazon Ads Sponsored Products keyword optimization negative keywords match types dynamic bidding budget search term report wasted spend guidanceGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
Amazon Ads Sponsored Products keyword optimization negative keywords match types dynamic bidding budget search term report wasted spend guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Amazon Ads Sponsored Products keyword optimization negative keywords match types dynamic bidding budget search term report wasted spend guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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