Comment Categorizer

Categorize comments by category, sentiment, tone, and optionally translate them

Model Selection

Input

List of comments to categorize

Product Feedback
Feature Request
Bug
Performance
Pricing & Billing
Account & Login
Customer Support
UI / UX
Documentation
Integration
API
Model Quality
Workflow
Data Input / Output
Compatibility
Security
Privacy
Usability
Onboarding
Other
Min: 1 item20/20

List of available categories to classify comments into

Positive
Negative
Neutral
Mixed
Min: 1 item4/20

List of allowed sentiments

Praise
Complaint
Suggestion
Question
Bug Report
Request
Confusion
Urgent
Frustration
Neutral Statement
Appreciation
Criticism
Information
Min: 1 item13/20

List of tones to classify

Language to translate comments into (optional: can be same as original)

Output
Results (10 items)
Result Item
Original Comment
The model keeps crashing when I try to upload a 4K photo.
Category
Bug
Sentiment
Negative
Tone
Bug Report
Result Item
Original Comment
UI looks good but kinda laggy on my phone, idk why.
Category
Performance
Sentiment
Mixed
Tone
Complaint
Result Item
Original Comment
Çalışmıyor ya, sürekli hata veriyor anlamadım.
Category
Bug
Sentiment
Negative
Tone
Bug Report
Translated Comment
It's not working, it constantly gives errors, I don't understand.
Result Item
Original Comment
El resultado del modelo no coincide con la descripción.
Category
Model Quality
Sentiment
Negative
Tone
Complaint
Translated Comment
The model's result does not match the description.
Result Item
Original Comment
Why the hell is the export button hidden??
Category
UI / UX
Sentiment
Negative
Tone
Frustration
Result Item
Original Comment
Great job on the last update, everything feels smoother!
Category
Performance
Sentiment
Positive
Tone
Praise
Result Item
Original Comment
Can u plz add auto-translate for outputs??
Category
Feature Request
Sentiment
Positive
Tone
Suggestion
Result Item
Original Comment
My credits dropped from 50 to 0??? What happened???
Category
Pricing & Billing
Sentiment
Negative
Tone
Frustration
Result Item
Original Comment
The workflow runner stops halfway without any error logs.
Category
Workflow
Sentiment
Negative
Tone
Bug Report
Result Item
Original Comment
Bütün workflow silinmiş??? Nasıl mümkün olabilir?
Category
Workflow
Sentiment
Negative
Tone
Confusion
Translated Comment
All workflows deleted??? How is this possible?

About Comment Categorizer

Categorize comments by category, sentiment, tone, and optionally translate them

How It Works

1Upload

Provide your inputs in the Playground tab — upload images, enter text, or configure parameters.

2Run

Click the run button to process your inputs through AI models — no coding or setup required.

3Get Results

View and download your AI-generated results instantly, right in your browser.

Inputs

(5 fields)
CommentsarrayRequired

List of comments to categorize

Possible CategoriesarrayRequired

List of available categories to classify comments into

Possible SentimentsarrayRequired

List of allowed sentiments

Possible TonesarrayRequired

List of tones to classify

Translation LanguagetextRequired

Language to translate comments into (optional: can be same as original)

Outputs

(1 field)
Resultsarray

Categorized comments with sentiment, tone, and optional translation

API Access

Integrate this use case into your application via our REST API. Switch to the API tab to see the endpoint, request format, and code examples in multiple languages.