This project is not covered by Drupal’s security advisory policy.
AI sentiment analysis on webform submissions
This module gives you the possibility to
- Use AI to score webform submissions on positive/negative.
- Use AI to visualise the clusters of themes in the webform submissions
We leverage the AI module LLM capability to calculate a sentiment score for each submission.
This allows you to track the average submission emotion and the sentiment trend in Drupal.
Configuration
- Add a handler to the webform
- Configure the sentiment handler (choose a PROMPT and a Large Language Model).
- (optional) Change the prompt to use more granular or less granular scoring. you can make it score from 0-5 or from 5-10 or ... (currently only supporting numeric).
- Make sure cron runs
Usage
Go to the webform results page, click on Sentiment. See the scores.
They will be updated per cron run.
Requirements
- Cron configured and running
- chartjs_api
Warning 1
The dashboard uses some heavy queries (avg/sum/) with grouping.
It might be that the module needs some more production testing and load testing. happy to accept suggestions. Be careful installing this on production.
Warning 2
If you have many webform submissions. For every LLM evaluation we will do a call which may cost you money. You should be aware.
Similar modules
Similar but not the same: analyze_ai_sentiment
| Attachment | Size |
|---|---|
| Screenshot 2025-05-27 at 01.26.25.png | 83.27 KB |
Project information
Seeking co-maintainer(s)
Maintainers are looking for help reviewing issues.- Project categories: Automation
- Ecosystem: AI (Artificial Intelligence), Webform
4 sites report using this module- Created by wouters_f on , updated
This project is not covered by the security advisory policy.
Use at your own risk! It may have publicly disclosed vulnerabilities.
