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.

To Get Started, Select Your Data Source

Option 1: Upload Your Google Search Console Query Data

Upload your queries.csv file from Google Search Console. We'll convert it to vectors, cluster the data, and show you where your authority meets audience demand. Then download your results.

To Import Your Google Search Console Data:

1. Open Google Search Console and select your property
2. Navigate to Performance
3. Click the Export button in the top right
4. Select "Download CSV"
5. Go to your Downloads folder and double click the .zip file
6. Now use the Choose File button below to select the "Queries.csv" file
7. Don't forget to press the "Upload" button!

Upload

Option 2: Use Our Sample Dataset

Use our pre-loaded dataset of 500 example search queries.

Your Data Privacy

We do not store your data. Your data is only loaded into temporary memory for processing. Nothing commits to our database.