Free Online Bulk Text Classifier
Updated October 2026
Classify a list of up to 50 text items into your own categories at once, powered by Jev — a fast structured-decision AI model built for classification, not chat.
| Item | Category | Confidence |
|---|
Verified Capabilities
Each result's confidence score is color-coded (green 85%+, amber 65-84%, red under 65%) so low-confidence results worth a human double-check stand out at a glance instead of requiring you to read every percentage.
Download your full results table — item, category, and confidence for every row — as a CSV file or a formatted PDF report.
Each item is sent to Jev individually with limited concurrency, not batched into one request — confirmed against Jev's own documentation, which never shows a verified example of single-call multi-item scoring.
The PDF export lists each result individually but does not include a category-distribution summary. For an aggregate breakdown, use the CSV export or Bulk Feedback Triage, which does compute one.
The Bulk Text Classifier handles work a browser alone can't do instantly, sending your request to TypeSafe AI (Jev) for processing and returning the result in seconds.
Classify a list of up to 50 text items into your own categories at once, powered by Jev — a fast structured-decision AI model built for classification, not chat. Results are immediate — no waiting, no loading screens, no account required.
Who uses the Bulk Text Classifier?
- Support teams sorting a batch of incoming tickets into billing, technical, sales, or any custom department set.
- Product teams categorizing a list of user feedback or feature requests by theme.
- Anyone with a spreadsheet column of freeform text who needs it sorted into a fixed set of categories without doing it by hand.
Common uses and search terms
The Bulk Text Classifier is frequently used for: bulk text classifier, text classification, ai classifier, sort text into categories, batch classification, support ticket triage, feedback categorizer. Whether you need a quick result or are working through a longer project, the tool handles all common variations without any configuration.
Why use Allio Tools's Bulk Text Classifier?
Your input is sent to TypeSafe AI (Jev) to generate your result — it is not stored or logged by Allio Tools, but it does leave our infrastructure, unlike the fully local tools on this site. See TypeSafe AI (Jev)'s own privacy policy for how they handle it. Free use is capped at 5 per day, since this tool relies on paid backend infrastructure to run — Pro removes the daily limit. No account is required for the free tier. Available in 11 languages and optimised for all screen sizes, the Bulk Text Classifier works on desktop, tablet, and mobile with no app download needed.
See also:Grammar Checker · Pomodoro Timer · Writing Prompt Generator
How the Bulk Text Classifier works
Paste your items into the text box, one per line — up to 50 items per request.
Define at least 2 categories using the label + description fields (the description tells the AI what belongs in that category — the more specific, the better the result).
Click Classify to send each item to Jev, a fast classification-only AI model, for a category decision.
Read the results table: each item gets its assigned category and a confidence percentage. Rows that fail (e.g. a temporary API error) show "Failed" instead of a category.
Tips & tricks
- This tool makes one classification call per item (not one call for the whole list), so 50 items will take a few seconds, not one instant response — a progress state shows while it runs.
- Category descriptions matter more than labels — "technical: bugs, outages, integrations" gets better results than just the word "technical" on its own.
- Confidence shown is Jev's own calibrated confidence score for its choice, not a generic accuracy estimate — treat a low-confidence result as worth a human double-check.
- The daily limit is 5 requests (up to 50 items each), shared with Bulk Feedback Triage — separate from and far more generous than the shared 10/day limit on the site's LLM-based AI tools (Sentiment Analyzer, Text Summarizer, Paraphrasing Tool, AI Content Detector).
Frequently Asked Questions
What is Jev, and how is this different from a regular AI tool?
Jev is TypeSafe AI's classification-only model — it does not write or generate text, it only answers structured questions like "which category does this belong to?" with a calibrated confidence score. That focus makes it far faster (typically under 500ms per item) than a general chat-style AI model, which is why this tool can process 50 items in a single request without a long wait.
How is each item actually classified — one API call per item, or one call for the whole batch?
One call per item, run with limited concurrency (5 at a time) rather than a single mega-request for the whole list. TypeSafe AI's own documentation does not confirm that a single call can score multiple independent items at once, so this tool doesn't rely on unverified behavior — it makes one classification call per item and combines the results.
What happens if I only enter 1 category, or more than 20?
You need at least 2 categories for the classification to mean anything, and the request is capped at 20 categories — that matches Jev's own documented maximum of 255 options per choice question, kept much lower here to keep results fast and categories meaningfully distinct.
Does this share its daily limit with any other tool?
Yes — Bulk Text Classifier and Bulk Feedback Triage share the same 5 requests/day free bucket, since both are powered by Jev and the limit is tracked per IP address per day, not per tool. Using 3 requests here leaves 2 for either tool that day.
Is there a limit on how much text each item can contain?
Yes — 2,000 characters per item, and 50 items per request. This keeps each classification fast and keeps the free daily quota predictable.
What counts against my daily free limit — items or requests?
Requests, not items. The free plan allows 5 requests per day, and each request can contain up to 50 items — so you can classify up to 250 items per day on the free plan before needing Pro for unlimited use.
Is my data safe when using the Bulk Text Classifier?
Your input is sent to TypeSafe AI (Jev) to generate your result — that's a real third party, not just Allio Tools's own infrastructure. We don't store or log it ourselves, but it does leave our systems, unlike the fully local tools on this site. Avoid pasting sensitive or personal information into this tool.
Does the Bulk Text Classifier save my work automatically?
The Bulk Text Classifier operates entirely in your current browser session. Your input is not saved to any server. Use your browser's bookmark or your device's clipboard to preserve results between sessions.
Does the Bulk Text Classifier remember my previous inputs?
By default, the Bulk Text Classifier starts fresh each session. Allio Tools Pro users have session history saved locally in the browser. No input data is transmitted to or stored on any server in either case.
Works with ChatGPT, Claude, Cursor, GitHub Copilot, VS Code, Poe and more — 106+ tools, zero data collection.