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Private by design

The AI runs inside this browser tab. Your text is never sent to any server. Check your network tab: zero uploads.

Sentence-level

A transformer model (DistilBERT) scores each sentence as positive or negative, so you can rewrite the ones that land wrong.

Free, always

Free forever, with no sign-up and no usage limit.

Part of BeginStudio. Powered by Transformers.js (Apache-2.0) and the DistilBERT-SST2 model (Apache-2.0). A guide, not a verdict: tone is subjective.

Quick answer: Paste text and it detects the sentiment and tone in your browser with an on-device model, so your writing stays private.
Last updated: July 2026 · Free · Runs entirely in your browser.

About the AI Tone Analyzer

Check the sentiment and tone of your writing before you hit send. An on-device model scores whether text reads as positive, negative or neutral, entirely in your browser, so your words stay private. Useful for emails, support replies and social posts.

Explore more: AI Writing Studio · Readability Score · BeginStudio AI tools · all free tools

How to use the AI Tone Analyzer

  1. Open the toolOpen AI Tone Analyzer in any browser. It is free, with no signup.
  2. Add your inputAdd your copy.
  3. Get the resultReview the tone of each sentence.

Frequently asked questions

Is it free?

Yes. It is free with no signup, no watermark and no usage limit.

Is my data uploaded?

No. The AI model runs inside your browser, so your text never leaves your device.

Why is the first run slow?

The first time, your browser downloads the AI model from a public model host (Hugging Face via jsDelivr). After that it is cached and starts much faster.

Does it work on phones?

Yes, in a modern mobile browser, though large inputs run slower than on a laptop.

Why tone matters in work messages

Written messages lose the voice and face that soften what we say. "Please send the files today" can read as urgent or rude depending on the reader. Checking tone before you send helps with payment reminders, replies to complaints, feedback to colleagues and cover letters.

Example rewrite

Before: "I have asked three times. Pay the invoice now." This reads as negative and angry.

After: "Following up on invoice #104 from 2 October. Could you confirm when the payment will be made? I have attached the UPI QR and bank details again for convenience." This reads as neutral to positive while still being firm.

How to use the result

Need a clean payment link to put in that reminder? Try the payment link creator or the UPI QR code generator.

More questions

Can it detect sarcasm?

Not reliably. Sarcasm often looks positive on the surface, so the model may misread it.

Does it work for Hinglish messages?

It is trained on English, so mixed Hindi-English text gives less reliable scores.

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