AI-assisted qualitative and quantitative analysis of open-ended survey responses
Open-End Response Analyser
Analyse open-ended survey responses with AI, from category structure to frequencies.
Analyse responses (opens in a new tab)Intended user
Who it fits
Researchers and analysts working with open-ended questions in quantitative surveys.
Suited to surveys where open-ended answers need real content analysis and quantified results, not just a pile of raw text.
- Input
- A spreadsheet of open-ended responses
- Output
- A three-level category structure, coded responses, and category frequencies
Public maturity
Available
- Category structures and coding are AI-assisted proposals; researcher review is part of the workflow.
- Designed for spreadsheet-based response sets from quantitative surveys.
From answers to a category structure
The analyser runs a qualitative content analysis of the open-ended answers and builds a three-level category structure (L1, L2, L3) grounded in what respondents actually wrote, ready for researcher review.
From categories to numbers
Each respondent's answer is then coded into the reviewed structure, and the tool counts and analyses the frequency of every category. The result is a qualitative-quantitative reading of open-ended questions inside a quantitative survey: reviewable categories with quantified weight.