Real ChatGPT answer · index seedw8qW1ROqb44completeMarketing and advertising · ad platformscomparison

Why do people say Amazon PPC keyword optimization takes so much time every week and can I just use negative keywords to save hours?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why do people say Amazon PPC keyword optimization takes so much time every week and can I just use negative keywords to save hours?
1 real search · 1 real-search pass
Amazon Ads Sponsored Products search term report negative keyword optimization best practices weekly PPC workflowGoogle ↗
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
Amazon Ads Sponsored Products search term report negative keyword optimization best practices weekly PPC workflow Google ↗
  1. advertising.amazon.com · advertising.amazon.com
  2. How to Start and Improve your Keyword Strategy · advertising.amazon.com
  3. A guide to targeting with Sponsored Products · advertising.amazon.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Amazon Ads Sponsored Products search term report negative keyword optimization best practices weekly PPC workflow
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1