AI
Tool: Bulk Text Classifier & Tagger
Classify bulk text into your own categories and add free-form tags using premium AI. Paid Apify plans only.
text-classifier-tool.json 200 OK
{ "text": "My invoice charged me twice this month and I n…", "categories": ["billing","technical","sales","complaint"], "multiLabel": false, "truncated": false, "label": "billing", "labels": ["billing"], "confidence": 0.97, "tags": ["refund request","duplicate charge","invoic…, "observedAt": "2026-07-25T00:21:35.077Z" }
What you get
Every run returns clean, typed records, ready for your CRM, spreadsheet or database.
- One clean record per result, deduped and normalized
- Stable schema in JSON, CSV or Excel, or read it via the Apify API
- Pay per use in the cloud, nothing to install or maintain
Fields it returns
TextCategoriesMulti LabelTruncatedLabelLabelsConfidenceTags
Sample output
A real example record, exactly the shape you receive.
| Text | Categories | Multi Label | Truncated |
|---|---|---|---|
| My invoice charged me twice this … | ["billing","technical","sales","c… | false | false |
| The app keeps crashing every time… | ["billing","technical","sales","c… | false | false |
GET /text-classifier-tool
{ "text": "My invoice charged me twice this month and I n…", "categories": ["billing","technical","sales","complaint"], "multiLabel": false, "truncated": false, "label": "billing", "labels": ["billing"], "confidence": 0.97, "tags": ["refund request","duplicate charge","invoic…, "observedAt": "2026-07-25T00:21:35.077Z" }
Example use cases
Tcls Classify Support Ticket Topic Open on Apify Tcls Classify Email As Spam Or Real Open on Apify Tcls Classify News Headline By Section Open on Apify Tcls Classify Product Review Multi Label Open on Apify Tcls Classify Intent Of Chat Message Open on Apify Tcls Classify Resume By Seniority Open on Apify
Related scrapers
Ready when you are.
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