Real ChatGPT answer · index seedRIfWBvhfSkMcompleteMarketing and advertising · ad platformsinformational

What is the current methodology for negative keyword pruning in Amazon PPC campaigns to lower ACOS without tanking total revenue?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the current methodology for negative keyword pruning in Amazon PPC campaigns to lower ACOS without tanking total revenue?
2 real searches · 1 real-search pass
Amazon Ads negative keyword targeting best practices search term report negative exact phrase 2026Google ↗
OBSERVEDReason
Amazon Ads negative keywords search term report pruning ACOS revenue methodology 2025 2026Google ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Amazon Ads negative keyword targeting best practices search term report negative exact phrase 2026 Google ↗
Amazon Ads negative keywords search term report pruning ACOS revenue methodology 2025 2026 Google ↗
  1. advertising.amazon.com · advertising.amazon.com
  2. advertising.amazon.com · advertising.amazon.com
  3. A guide to targeting with Sponsored Products · advertising.amazon.com
  4. advertising.amazon.com · advertising.amazon.com
  5. advertising.amazon.com · advertising.amazon.com
  6. What is Keyword Targeting? How It Works, Benefits, Examples · advertising.amazon.com
  7. How to Start and Improve your Keyword Strategy · advertising.amazon.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Amazon Ads negative keyword targeting best practices search term report negative exact phrase 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Amazon Ads negative keywords search term report pruning ACOS revenue methodology 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1