AI Tagging turns large sets of open-text comments into a structured set of themes, without days of manual coding. Here's how it works:
- It reads all the comments once and picks out the 5-10 most common themes.
- It reads them again and tags each comment with the relevant themes.
Choose which open question you want to be tagged by opening it up in the Maptionnaire analysis tool
Click the Generate Tags button. It will tag all the open repsonses to this question automatically.
Review the tags yourself and edit if needed. In the Tags-tab you can review all tags used across the responses to this question.
Tags also show up in your Excel export, on their own "Tags" sheet, named {parent}_{question}_{tag}.
About Claude and data
As of August 2026, Maptionnaire uses Claude Sonnet 4.6, running on Amazon Bedrock — the same AWS infrastructure that hosts the rest of Maptionnaire. The model does not retain your responses after processing them, and does not use them to train models. All AI processing of response data happens in the same AWS region as your data — EU data stays in the EU, US data in the US.