AI Query Diviner | Estimate AI-Assistant Query Intent from Search Data - Tool by Ethan J. Hulbert

๐Ÿ—ฃ๏ธ๐Ÿ”ฎ Ethan's AI Query Diviner

Upload a Search Console export or keyword list, and this tool will use a series of weights and measures to score each query on how likely it is to be conversational phrasing that may trigger an AI assistant response, rather than a typical short search term. The scoring logic can work on a plain list of keywords, but if your file has click, impression, CTR, and position data, that can be used to get even better results.

Free Client-Side Only Updated 2026

Upload your query data

A plaintext keyword or query list works on its own. If your export is a spreadsheet and also has clicks, impressions, CTR, and position (like an export from Google Search Console or Bing Webmaster Tools), this tool uses those as additional signals too. CSV, TSV, Excel, and plain text (one query per line) are all fine. Make sure your spreadsheet has the queries on the first sheet tab.

Paste text instead of uploading a file