Query2Vector

Turn Google Search Console Data into AI Search Visibility

"90% of success comes from good topic selection." - Ryan Law, Ahrefs

Google Search Console is a goldmine of topic selection inspiration.

But to unlock its value in AI Search, we need to convert the data into the language of AI Search.

AI search engines transform queries into long lists of numbers, called vectors. Then they find the piece of content that has the closest numerical match.

We built a free tool that converts your Google Search Console data into vectors and clusters them by topic. This reveals the topics AI search needs from your brand.

Select Your Data Source

1

Upload Your Data

Upload your queries.csv file from Google Search Console. We'll convert it to vectors and cluster the data.

How to export from GSC
  1. Open Google Search Console
  2. Navigate to Performance
  3. Click Export → Download CSV
  4. Extract the .zip file
  5. Select Queries.csv below

Click to select Queries.csv

2

Use Sample Data

Try the tool with our pre-loaded dataset of 500 example search queries from a synthetic HR software company.

The sample results will load automatically below.

Results loading below

Privacy: Your data is processed in memory only and never stored.

Processing your data and clustering queries...

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