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Search Query nGrams

ngrams
search queries
search terms
negative keywords

Turn your search terms into nGrams

This script will create 1, 2, 3, and 4 word nGrams from search terms.

For Pro users, those nGrams can then be added as negative keywords to a Negative Keyword List.

What's an nGram?

Let's say we have two search terms:

  • google ads api development
  • bing ads api development

The 1 word nGrams will be:

  • google
  • bing
  • ads
  • api
  • development

The 2 word nGrams will be:

  • google ads
  • ads api
  • api development
  • bing ads

Importantly, metrics will also be combined so provide a total clicks, etc. per nGram

Use this script to run a report or as an alerts system e.g. send an email if an nGram gets over 100 clicks without a conversion.

Install the script

Please login as a pro member to access this script

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