Query Classifier

Classify search queries into eight semantic classes using the rqpredictor model by Mark Williams-Cook.

The eight classes

Try it

Paste up to 1,000 queries (one per line) or upload a CSV/TXT file.

0 keywords

About

This tool runs Mark Williams-Cook's rqpredictor — a fine-tuned BERT model trained on data from the May 2024 Google leak — that predicts the semantic class Google appears to assign to each search query.

Each query is classified into one of eight Refined Query (RQ) classes that correspond to how Google internally categorises search intent. Understanding the RQ class of your target keywords helps you understand what kind of content Google expects to rank for each query.

Queries are not stored. Rate limits apply per IP address to keep the service free.