Level: Advanced
Power Query lets you build a repeatable, automated cleaning pipeline in Excel — trim, dedupe, split, filter — so a recurring export doesn't require redoing the same manual steps every time.
The Excel Technique
Data > Get Data > From File (or From Table) opens Power Query, where each cleaning step (removing duplicates, trimming whitespace, splitting columns) is recorded as part of a query. Once built, the entire query can be refreshed against a new weekly or monthly export with a single click, rerunning every step automatically.
Example Scenario
You receive a fresh keyword export from your research tool every Monday, and manually trimming, deduplicating, and reformatting it used to take 30 minutes each week. A Power Query pipeline built once now handles the entire process in seconds every time you refresh it against the new file.
Where This Fits in Your Keyword Research Process
Power Query is genuinely powerful for recurring, structured cleaning tasks, but a one-off formatting issue that doesn't fit neatly into your existing query steps is often faster to fix directly before the data ever reaches Excel.
Next step: Use Find and Replace Text from SeoWolf's Notepad to fix a one-off recurring formatting inconsistency in your weekly export, like a stray character your research tool always adds, before it ever reaches your Power Query pipeline, keeping the automated query itself simple and stable.