Hi PH 👋

If you run Google Ads, you know the search terms report is where the money leaks out. The trouble is that it leaks a few dollars at a time. "free" turns up in 300 different searches at $4 each, and you'd never spot it scrolling row by row.

N-gram analysis solves that: break every search into its words and word pairs, add up spend and conversions for each, and the waste jumps out. Agencies do it with scripts and spreadsheets, or with tools that need full access to your Google Ads account.

TermSweep does it in your browser. You export the CSV, drop it in, and get:

• 1, 2 and 3-word n-gram tables with cost, conversions, CPA and a waste column

• verdicts: negative, high CPA, winner, plus "review" for anything carrying more than 10% of spend, so you don't switch off your main traffic

• a negative keyword list in phrase, exact or broad, or a Google Ads Editor CSV with campaign names filled in

• protected words (your brand, your product) that are never suggested

The file never leaves your computer, and it doesn't touch your account.

It's free for the top 15 n-grams and top 5 negatives. Pro unlocks everything for a one-time $19, with no subscription.

There's a sample report if you want to see it without your own data. I'd love feedback from anyone who manages PPC, especially on the thresholds.