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N-Gram Finder Overview

Find the words and phrases in your search terms that waste spend, and turn them into negative keywords.

N-Gram Finder breaks your search terms into single words and short phrases (n-grams) and shows how each performs across all of them. A word like "free" might look harmless in one search term, but across hundreds it can add up to a lot of wasted spend. N-Gram Finder finds those words so you can add them as negatives.

It works on Google Ads and Microsoft Ads. Open the ad account, then click N-Gram Finder under Toolkit in the left-hand menu.

Choose what to look at

  • Campaign type: at the top right, choose Search Campaigns, Shopping Campaigns or Performance Max (Google Ads only). A type is greyed out if none of its campaigns have spent.

  • Campaigns: click the campaigns button (for example All Campaigns). Brand campaigns are left out the first time, so they don't skew the results.

  • Date range: Last 30, 90, 180 or 365 Days.

Read the table

Each row is an n-gram. The main columns are:

  • Cost, Conv. and CPA (or Conv. Val. and ROAS in ROAS mode), and vs Avg.: how it compares with the average

  • nScore: how strongly Opteo suggests adding it as a negative, out of 100. It shows n/a when there isn't enough to go on.

  • Cost Savings and Conv. Loss: what you'd likely save, and the conversions you'd likely lose, by blocking it

  • Blocked Keywords and Blocked Search Terms: what blocking it would affect. Click a count to see the list.

  • With Google Analytics connected, Sessions, Engaged, Eng. Rate and Bounce Rate show how visitors behaved after the click. Without it, click Connect Analytics.

Some n-grams are highlighted. Hover over one to see why, for example that it does much worse than average across ad accounts in your industry.

Other tools on the page

  • Columns (for example 18 Columns): choose which columns you see.

  • Search n-grams and Filters: narrow the table. See Filter N-Gram Finder.

  • Select with AI: describe which n-grams to tick.

  • Open in Agent: send the table you can see, after any filters and search, to Agent.

  • Export CSV: download the table.

  • Negative Lists and Change History: see your negative lists, and every negative you've added with N-Gram Finder.

To add negatives, see Add negatives with N-Gram Finder.

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